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ORCIDBibTeX records: Mohsen Imani
@article{DBLP:journals/aisy/PoduvalNZNI24,
author = {Prathyush Poduval and
Yang Ni and
Zhuowen Zou and
Kai Ni and
Mohsen Imani},
title = {NetHD: Neurally Inspired Integration of Communication and Learning
in Hyperspace},
journal = {Adv. Intell. Syst.},
volume = {6},
number = {7},
year = {2024},
url = {https://doi.org/10.1002/aisy.202300841},
doi = {10.1002/AISY.202300841},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aisy/PoduvalNZNI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/HernandezCanoNZZI24,
author = {Alejandro Hern{\'{a}}ndez{-}Cano and
Yang Ni and
Zhuowen Zou and
Ali Zakeri and
Mohsen Imani},
title = {Hyperdimensional computing with holographic and adaptive encoder},
journal = {Frontiers Artif. Intell.},
volume = {7},
year = {2024},
url = {https://doi.org/10.3389/frai.2024.1371988},
doi = {10.3389/FRAI.2024.1371988},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/HernandezCanoNZZI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iswa/ZakeriZCLI24,
author = {Ali Zakeri and
Zhuowen Zou and
Hanning Chen and
Hugo Latapie and
Mohsen Imani},
title = {Conjunctive block coding for hyperdimensional graph representation},
journal = {Intell. Syst. Appl.},
volume = {22},
pages = {200353},
year = {2024},
url = {https://doi.org/10.1016/j.iswa.2024.200353},
doi = {10.1016/J.ISWA.2024.200353},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iswa/ZakeriZCLI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasI/BarkamYGLZAI24,
author = {Hamza Errahmouni Barkam and
Sanggeon Yun and
Paul R. Genssler and
Che{-}Kai Liu and
Zhuowen Zou and
Hussam Amrouch and
Mohsen Imani},
title = {In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable
Emerging Technologies},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {71},
number = {4},
pages = {1794--1807},
year = {2024},
url = {https://doi.org/10.1109/TCSI.2024.3351966},
doi = {10.1109/TCSI.2024.3351966},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcasI/BarkamYGLZAI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicc/ChenNHI24,
author = {Hanning Chen and
Yang Ni and
Wenjun Huang and
Mohsen Imani},
title = {Scalable and Interpretable Brain-Inspired Hyper-Dimensional Computing
Intelligence with Hardware-Software Co-Design},
booktitle = {{IEEE} Custom Integrated Circuits Conference, {CICC} 2024, Denver,
CO, USA, April 21-24, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CICC60959.2024.10529049},
doi = {10.1109/CICC60959.2024.10529049},
timestamp = {Mon, 03 Jun 2024 20:37:04 +0200},
biburl = {https://dblp.org/rec/conf/cicc/ChenNHI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/HuangBYYKNZLSIZ24,
author = {Qingrong Huang and
Hamza Errahmouni Barkam and
Zeyu Yang and
Jianyi Yang and
Thomas K{\"{a}}mpfe and
Kai Ni and
Grace Li Zhang and
Bing Li and
Ulf Schlichtmann and
Mohsen Imani and
Cheng Zhuo and
Xunzhao Yin},
title = {A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity
Computation},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2024, Valencia, Spain, March 25-27, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://ieeexplore.ieee.org/document/10546522},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/HuangBYYKNZLSIZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/LeeK0KIK24,
author = {Hyunsei Lee and
Hyukjun Kwon and
Jiseung Kim and
Seohyun Kim and
Mohsen Imani and
Yeseong Kim},
title = {Towards Forward-Only Learning for Hyperdimensional Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2024, Valencia, Spain, March 25-27, 2024},
pages = {1--2},
publisher = {{IEEE}},
year = {2024},
url = {https://ieeexplore.ieee.org/document/10546643},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/LeeK0KIK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/MorsaliTNINRA24,
author = {Mehrdad Morsali and
Sepehr Tabrizchi and
Deniz Najafi and
Mohsen Imani and
Mahdi Nikdast and
Arman Roohi and
Shaahin Angizi},
title = {{OISA:} Architecting an Optical In-Sensor Accelerator for Efficient
Visual Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2024, Valencia, Spain, March 25-27, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://ieeexplore.ieee.org/document/10546822},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/MorsaliTNINRA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/XuLLMYKILZY24,
author = {Zhicheng Xu and
Che{-}Kai Liu and
Chao Li and
Ruibin Mao and
Jianyi Yang and
Thomas K{\"{a}}mpfe and
Mohsen Imani and
Can Li and
Cheng Zhuo and
Xunzhao Yin},
title = {FeReX: {A} Reconfigurable Design of Multi-Bit Ferroelectric Compute-in-Memory
for Nearest Neighbor Search},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2024, Valencia, Spain, March 25-27, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://ieeexplore.ieee.org/document/10546615},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/XuLLMYKILZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/ChenZNWKLI24,
author = {Hanning Chen and
Ali Zakeri and
Yang Ni and
Fei Wen and
Behnam Khaleghi and
Hugo Latapie and
Mohsen Imani},
title = {High-Performance Reconfigurable Accelerator for Knowledge Graph Reasoning},
booktitle = {32nd {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2024, Orlando, FL, USA, May 5-8, 2024},
pages = {219},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/FCCM60383.2024.00040},
doi = {10.1109/FCCM60383.2024.00040},
timestamp = {Sat, 21 Sep 2024 14:04:19 +0200},
biburl = {https://dblp.org/rec/conf/fccm/ChenZNWKLI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/NiCCZI24,
author = {Yang Ni and
William Youngwoo Chung and
Samuel Cho and
Zhuowen Zou and
Mohsen Imani},
editor = {Inna Partin{-}Vaisband and
Srinivas Katkoori and
Lu Peng and
Boris Vaisband and
Tooraj Nikoubin},
title = {Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement
Learning},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2024, {GLSVLSI}
2024, Clearwater, FL, USA, June 12-14, 2024},
pages = {111--118},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3649476.3658760},
doi = {10.1145/3649476.3658760},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/NiCCZI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KwonKLL0KKKNISK24,
author = {Hyukjun Kwon and
Kangwon Kim and
Junyoung Lee and
Hyunsei Lee and
Jiseung Kim and
Jinhyung Kim and
Taehyung Kim and
Yongnyeon Kim and
Yang Ni and
Mohsen Imani and
Ilhong Suh and
Yeseong Kim},
title = {Brain-Inspired Hyperdimensional Computing in the Wild: Lightweight
Symbolic Learning for Sensorimotor Controls of Wheeled Robots},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {5176--5182},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10610176},
doi = {10.1109/ICRA57147.2024.10610176},
timestamp = {Mon, 19 Aug 2024 15:58:53 +0200},
biburl = {https://dblp.org/rec/conf/icra/KwonKLL0KKKNISK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05708,
author = {Zhicheng Xu and
Che{-}Kai Liu and
Chao Li and
Ruibin Mao and
Jianyi Yang and
Thomas K{\"{a}}mpfe and
Mohsen Imani and
Can Li and
Cheng Zhuo and
Xunzhao Yin},
title = {FeReX: {A} Reconfigurable Design of Multi-bit Ferroelectric Compute-in-Memory
for Nearest Neighbor Search},
journal = {CoRR},
volume = {abs/2401.05708},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05708},
doi = {10.48550/ARXIV.2401.05708},
eprinttype = {arXiv},
eprint = {2401.05708},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10267,
author = {Sanggeon Yun and
Hanning Chen and
Ryozo Masukawa and
Hamza Errahmouni Barkam and
Andrew Ding and
Wenjun Huang and
Arghavan Rezvani and
Shaahin Angizi and
Mohsen Imani},
title = {HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent
Sensor Data Processing},
journal = {CoRR},
volume = {abs/2401.10267},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10267},
doi = {10.48550/ARXIV.2401.10267},
eprinttype = {arXiv},
eprint = {2401.10267},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02043,
author = {Wenjun Huang and
Arghavan Rezvani and
Hanning Chen and
Yang Ni and
Sanggeon Yun and
Sungheon Jeong and
Mohsen Imani},
title = {A Plug-in Tiny {AI} Module for Intelligent and Selective Sensor Data
Transmission},
journal = {CoRR},
volume = {abs/2402.02043},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02043},
doi = {10.48550/ARXIV.2402.02043},
eprinttype = {arXiv},
eprint = {2402.02043},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11223,
author = {Yang Ni and
Zhuowen Zou and
Wenjun Huang and
Hanning Chen and
William Youngwoo Chung and
Samuel Cho and
Ranganath Krishnan and
Pietro Mercati and
Mohsen Imani},
title = {{HEAL:} Brain-inspired Hyperdimensional Efficient Active Learning},
journal = {CoRR},
volume = {abs/2402.11223},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11223},
doi = {10.48550/ARXIV.2402.11223},
eprinttype = {arXiv},
eprint = {2402.11223},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05037,
author = {Mehrdad Morsali and
Brendan Reidy and
Deniz Najafi and
Sepehr Tabrizchi and
Mohsen Imani and
Mahdi Nikdast and
Arman Roohi and
Ramtin Zand and
Shaahin Angizi},
title = {Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition
Enabling Versatile Image Processing},
journal = {CoRR},
volume = {abs/2403.05037},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05037},
doi = {10.48550/ARXIV.2403.05037},
eprinttype = {arXiv},
eprint = {2403.05037},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05763,
author = {Hanning Chen and
Yang Ni and
Ali Zakeri and
Zhuowen Zou and
Sanggeon Yun and
Fei Wen and
Behnam Khaleghi and
Narayan Srinivasa and
Hugo Latapie and
Mohsen Imani},
title = {HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge
Graph Reasoning},
journal = {CoRR},
volume = {abs/2403.05763},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05763},
doi = {10.48550/ARXIV.2403.05763},
eprinttype = {arXiv},
eprint = {2403.05763},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08108,
author = {Hanning Chen and
Wenjun Huang and
Yang Ni and
Sanggeon Yun and
Fei Wen and
Hugo Latapie and
Mohsen Imani},
title = {TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object
Detection},
journal = {CoRR},
volume = {abs/2403.08108},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08108},
doi = {10.48550/ARXIV.2403.08108},
eprinttype = {arXiv},
eprint = {2403.08108},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13218,
author = {Calvin Yeung and
Prathyush Poduval and
Mohsen Imani},
title = {Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures},
journal = {CoRR},
volume = {abs/2403.13218},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13218},
doi = {10.48550/ARXIV.2403.13218},
eprinttype = {arXiv},
eprint = {2403.13218},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14027,
author = {Wenjun Huang and
Hanning Chen and
Yang Ni and
Arghavan Rezvani and
Sanggeon Yun and
Sungheon Jeon and
Eric Pedley and
Mohsen Imani},
title = {EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection
through Edge-Cloud Collaboration},
journal = {CoRR},
volume = {abs/2403.14027},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14027},
doi = {10.48550/ARXIV.2403.14027},
eprinttype = {arXiv},
eprint = {2403.14027},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-11025,
author = {Sanggeon Yun and
Ryozo Masukawa and
Sungheon Jeong and
Mohsen Imani},
title = {Spatial-Aware Image Retrieval: {A} Hyperdimensional Computing Approach
for Efficient Similarity Hashing},
journal = {CoRR},
volume = {abs/2404.11025},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.11025},
doi = {10.48550/ARXIV.2404.11025},
eprinttype = {arXiv},
eprint = {2404.11025},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-11025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09689,
author = {Calvin Yeung and
Zhuowen Zou and
Mohsen Imani},
title = {Generalized Holographic Reduced Representations},
journal = {CoRR},
volume = {abs/2405.09689},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09689},
doi = {10.48550/ARXIV.2405.09689},
eprinttype = {arXiv},
eprint = {2405.09689},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11889,
author = {Prathyush Poduval and
Zhuowen Zou and
Alvaro Velasquez and
Mohsen Imani},
title = {Hyperdimensional Quantum Factorization},
journal = {CoRR},
volume = {abs/2406.11889},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11889},
doi = {10.48550/ARXIV.2406.11889},
eprinttype = {arXiv},
eprint = {2406.11889},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-18815,
author = {Sanggeon Yun and
Ryozo Masukawa and
Minhyoung Na and
Mohsen Imani},
title = {MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video
Anomaly Recognition with Mission-Specific Knowledge Graph Generation},
journal = {CoRR},
volume = {abs/2406.18815},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.18815},
doi = {10.48550/ARXIV.2406.18815},
eprinttype = {arXiv},
eprint = {2406.18815},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-18815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07066,
author = {Fardin Jalil Piran and
Prathyush Poduval and
Hamza Errahmouni Barkam and
Mohsen Imani and
Farhad Imani},
title = {Explainable Hyperdimensional Computing for Balancing Privacy and Transparency
in Additive Manufacturing Monitoring},
journal = {CoRR},
volume = {abs/2407.07066},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07066},
doi = {10.48550/ARXIV.2407.07066},
eprinttype = {arXiv},
eprint = {2407.07066},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-07146,
author = {Zhiling Chen and
Hanning Chen and
Mohsen Imani and
Ruimin Chen and
Farhad Imani},
title = {Vision Language Model for Interpretable and Fine-grained Detection
of Safety Compliance in Diverse Workplaces},
journal = {CoRR},
volume = {abs/2408.07146},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.07146},
doi = {10.48550/ARXIV.2408.07146},
eprinttype = {arXiv},
eprint = {2408.07146},
timestamp = {Mon, 23 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-07146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aisy/YinMHLIYCLOLDZSSZKN23,
author = {Xunzhao Yin and
Franz M{\"{u}}ller and
Qingrong Huang and
Chao Li and
Mohsen Imani and
Zeyu Yang and
Jiahao Cai and
Maximilian Lederer and
Ricardo Olivo and
Nellie Laleni and
Shan Deng and
Zijian Zhao and
Zhiguo Shi and
Yiyu Shi and
Cheng Zhuo and
Thomas K{\"{a}}mpfe and
Kai Ni},
title = {An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary
and Multibit Associative Search Engine},
journal = {Adv. Intell. Syst.},
volume = {5},
number = {7},
year = {2023},
url = {https://doi.org/10.1002/aisy.202200428},
doi = {10.1002/AISY.202200428},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aisy/YinMHLIYCLOLDZSSZKN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/YinQINLZLSZ23,
author = {Xunzhao Yin and
Yu Qian and
Mohsen Imani and
Kai Ni and
Chao Li and
Grace Li Zhang and
Bing Li and
Ulf Schlichtmann and
Cheng Zhuo},
title = {Ferroelectric Ternary Content Addressable Memories for Energy-Efficient
Associative Search},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {4},
pages = {1099--1112},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2022.3197694},
doi = {10.1109/TCAD.2022.3197694},
timestamp = {Tue, 30 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/YinQINLZLSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/ZhuoYNILWZY23,
author = {Cheng Zhuo and
Zeyu Yang and
Kai Ni and
Mohsen Imani and
Yuxuan Luo and
Shaodi Wang and
Deming Zhang and
Xunzhao Yin},
title = {Design of Ultracompact Content Addressable Memory Exploiting 1T-1MTJ
Cell},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {5},
pages = {1450--1462},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2022.3204515},
doi = {10.1109/TCAD.2022.3204515},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/ZhuoYNILWZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/AygunNIG23,
author = {Sercan Aygun and
M. Hassan Najafi and
Mohsen Imani and
Ece Olcay G{\"{u}}nes},
title = {Agile Simulation of Stochastic Computing Image Processing With Contingency
Tables},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {10},
pages = {3474--3478},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2023.3243136},
doi = {10.1109/TCAD.2023.3243136},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/AygunNIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/HuangYNIZY23,
author = {Qingrong Huang and
Zeyu Yang and
Kai Ni and
Mohsen Imani and
Cheng Zhuo and
Xunzhao Yin},
title = {FeFET-Based In-Memory Hyperdimensional Encoding Design},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {11},
pages = {3829--3839},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2023.3253766},
doi = {10.1109/TCAD.2023.3253766},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcad/HuangYNIZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasI/GensslerBPIA23,
author = {Paul R. Genssler and
Hamza Errahmouni Barkam and
Karthik Pandaram and
Mohsen Imani and
Hussam Amrouch},
title = {Modeling and Predicting Transistor Aging Under Workload Dependency
Using Machine Learning},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {70},
number = {9},
pages = {3699--3711},
year = {2023},
url = {https://doi.org/10.1109/TCSI.2023.3289325},
doi = {10.1109/TCSI.2023.3289325},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcasI/GensslerBPIA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/YunBGLAI23,
author = {Sanggeon Yun and
Hamza Errahmouni Barkam and
Paul R. Genssler and
Hugo Latapie and
Hussam Amrouch and
Mohsen Imani},
title = {Hyperdimensional Computing for Robust and Efficient Unsupervised Learning},
booktitle = {57th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2023, Pacific Grove, CA, USA, October 29 - Nov. 1, 2023},
pages = {281--288},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IEEECONF59524.2023.10476861},
doi = {10.1109/IEEECONF59524.2023.10476861},
timestamp = {Tue, 09 Apr 2024 10:37:41 +0200},
biburl = {https://dblp.org/rec/conf/acssc/YunBGLAI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/AmrouchGIIJMSW23,
author = {Hussam Amrouch and
Paul R. Genssler and
Mohsen Imani and
Mariam Issa and
Xun Jiao and
Wegdan Mohammad and
Gloria Sepanta and
Ruixuan Wang},
editor = {Atsushi Takahashi},
title = {Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing
to the Rescue},
booktitle = {Proceedings of the 28th Asia and South Pacific Design Automation Conference,
{ASPDAC} 2023, Tokyo, Japan, January 16-19, 2023},
pages = {553--560},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3566097.3568354},
doi = {10.1145/3566097.3568354},
timestamp = {Mon, 26 Jun 2023 20:46:40 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/AmrouchGIIJMSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/Imani23,
author = {Mohsen Imani},
title = {Lightning Talk: Bridging Neuro-Dynamics and Cognition},
booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
CA, USA, July 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DAC56929.2023.10247931},
doi = {10.1109/DAC56929.2023.10247931},
timestamp = {Sun, 24 Sep 2023 13:31:06 +0200},
biburl = {https://dblp.org/rec/conf/dac/Imani23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/LeeKCZSIK23,
author = {Hyunsei Lee and
Jiseung Kim and
Hanning Chen and
Ariela Zeira and
Narayan Srinivasa and
Mohsen Imani and
Yeseong Kim},
title = {Comprehensive Integration of Hyperdimensional Computing with Deep
Learning towards Neuro-Symbolic {AI}},
booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
CA, USA, July 9-13, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DAC56929.2023.10248004},
doi = {10.1109/DAC56929.2023.10248004},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/LeeKCZSIK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/WangCIHI23,
author = {Junyao Wang and
Hanning Chen and
Mariam Issa and
Sitao Huang and
Mohsen Imani},
title = {Late Breaking Results: Scalable and Efficient Hyperdimensional Computing
for Network Intrusion Detection},
booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
CA, USA, July 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DAC56929.2023.10247859},
doi = {10.1109/DAC56929.2023.10247859},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/WangCIHI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/WangHI23,
author = {Junyao Wang and
Sitao Huang and
Mohsen Imani},
title = {DistHD: {A} Learner-Aware Dynamic Encoding Method for Hyperdimensional
Classification},
booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
CA, USA, July 9-13, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DAC56929.2023.10247876},
doi = {10.1109/DAC56929.2023.10247876},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/WangHI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ZhangIS23,
author = {Jingyao Zhang and
Mohsen Imani and
Elaheh Sadredini},
title = {{BP-NTT:} Fast and Compact in-SRAM Number Theoretic Transform with
Bit-Parallel Modular Multiplication},
booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
CA, USA, July 9-13, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DAC56929.2023.10247691},
doi = {10.1109/DAC56929.2023.10247691},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/ZhangIS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/AygunNI23,
author = {Sercan Aygun and
M. Hassan Najafi and
Mohsen Imani},
title = {A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector
Encoding},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2023, Antwerp, Belgium, April 17-19, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/DATE56975.2023.10137195},
doi = {10.23919/DATE56975.2023.10137195},
timestamp = {Wed, 07 Jun 2023 22:08:03 +0200},
biburl = {https://dblp.org/rec/conf/date/AygunNI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/BarkamJYZJI23,
author = {Hamza Errahmouni Barkam and
SungHeon Eavn Jeon and
Calvin Yeung and
Zhuowen Zou and
Xun Jiao and
Mohsen Imani},
title = {Comprehensive Analysis of Hyperdimensional Computing Against Gradient
Based Attacks},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2023, Antwerp, Belgium, April 17-19, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/DATE56975.2023.10137132},
doi = {10.23919/DATE56975.2023.10137132},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/BarkamJYZJI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/BarkamYGZLAI23,
author = {Hamza Errahmouni Barkam and
Sanggeon Yun and
Paul R. Genssler and
Zhuowen Zou and
Che{-}Kai Liu and
Hussam Amrouch and
Mohsen Imani},
title = {{HDGIM:} Hyperdimensional Genome Sequence Matching on Unreliable highly
scaled FeFET},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2023, Antwerp, Belgium, April 17-19, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/DATE56975.2023.10137331},
doi = {10.23919/DATE56975.2023.10137331},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/BarkamYGZLAI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/KimLIK23,
author = {Jiseung Kim and
Hyunsei Lee and
Mohsen Imani and
Yeseong Kim},
title = {Efficient Hyperdimensional Learning with Trainable, Quantizable, and
Holistic Data Representation},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2023, Antwerp, Belgium, April 17-19, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/DATE56975.2023.10137134},
doi = {10.23919/DATE56975.2023.10137134},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/KimLIK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/ChenZWBI23,
author = {Hanning Chen and
Ali Zakeri and
Fei Wen and
Hamza Errahmouni Barkam and
Mohsen Imani},
editor = {Nele Mentens and
Leonel Sousa and
Pedro Trancoso and
Nikela Papadopoulou and
Ioannis Sourdis},
title = {HyperGRAF: Hyperdimensional Graph-Based Reasoning Acceleration on
{FPGA}},
booktitle = {33rd International Conference on Field-Programmable Logic and Applications,
{FPL} 2023, Gothenburg, Sweden, September 4-8, 2023},
pages = {34--41},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/FPL60245.2023.00013},
doi = {10.1109/FPL60245.2023.00013},
timestamp = {Fri, 17 Nov 2023 08:57:25 +0100},
biburl = {https://dblp.org/rec/conf/fpl/ChenZWBI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/AygunNIG23,
author = {Sercan Aygun and
M. Hassan Najafi and
Mohsen Imani and
Ece Olcay G{\"{u}}nes},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Reconvergent Path-aware Simulation of Bit-stream Processing},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {225--226},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590323},
doi = {10.1145/3583781.3590323},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/AygunNIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/AygunNIG23a,
author = {Sercan Aygun and
M. Hassan Najafi and
Mohsen Imani and
Ece Olcay G{\"{u}}nes},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation
of Stochastic Vision Machines},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {273--279},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590217},
doi = {10.1145/3583781.3590217},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/AygunNIG23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/AlamNTIP23,
author = {Mohsen Riahi Alam and
M. Hassan Najafi and
Nima TaheriNejad and
Mohsen Imani and
Lu Peng},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Stochastic Computing for Reliable Memristive In-Memory Computation},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {397--401},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590307},
doi = {10.1145/3583781.3590307},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/AlamNTIP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/NiAIKMI23,
author = {Yang Ni and
Danny Abraham and
Mariam Issa and
Yeseong Kim and
Pietro Mercati and
Mohsen Imani},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {449--453},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590298},
doi = {10.1145/3583781.3590298},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/NiAIKMI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/BarkamJYYZJSI23,
author = {Hamza Errahmouni Barkam and
SungHeon Eavn Jeon and
Sanggeon Yun and
Calvin Yeung and
Zhuowen Zou and
Xun Jiao and
Narayan Srinivasa and
Mohsen Imani},
title = {Invited Paper: Hyperdimensional Computing for Resilient Edge Learning},
booktitle = {{IEEE/ACM} International Conference on Computer Aided Design, {ICCAD}
2023, San Francisco, CA, USA, October 28 - Nov. 2, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCAD57390.2023.10323671},
doi = {10.1109/ICCAD57390.2023.10323671},
timestamp = {Wed, 03 Jan 2024 08:34:26 +0100},
biburl = {https://dblp.org/rec/conf/iccad/BarkamJYYZJSI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/BarkamYCGMDMAI23,
author = {Hamza Errahmouni Barkam and
Sanggeon Yun and
Hanning Chen and
Paul Gensler and
Albi Mema and
Andrew Ding and
George Michelogiannakis and
Hussam Amrouch and
Mohsen Imani},
title = {Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies},
booktitle = {{IEEE/ACM} International Conference on Computer Aided Design, {ICCAD}
2023, San Francisco, CA, USA, October 28 - Nov. 2, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCAD57390.2023.10323935},
doi = {10.1109/ICCAD57390.2023.10323935},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/BarkamYCGMDMAI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/NiCPZMI23,
author = {Yang Ni and
Hanning Chen and
Prathyush Poduval and
Zhuowen Zou and
Pietro Mercati and
Mohsen Imani},
title = {Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient
Uncertainty Quantification},
booktitle = {{IEEE/ACM} International Conference on Computer Aided Design, {ICCAD}
2023, San Francisco, CA, USA, October 28 - Nov. 2, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCAD57390.2023.10323657},
doi = {10.1109/ICCAD57390.2023.10323657},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccad/NiCPZMI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/ShouLYWNIHYZY23,
author = {Shengxi Shou and
Che{-}Kai Liu and
Sanggeon Yun and
Zishen Wan and
Kai Ni and
Mohsen Imani and
X. Sharon Hu and
Jianyi Yang and
Cheng Zhuo and
Xunzhao Yin},
title = {{SEE-MCAM:} Scalable Multi-Bit FeFET Content Addressable Memories
for Energy Efficient Associative Search},
booktitle = {{IEEE/ACM} International Conference on Computer Aided Design, {ICCAD}
2023, San Francisco, CA, USA, October 28 - Nov. 2, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCAD57390.2023.10323738},
doi = {10.1109/ICCAD57390.2023.10323738},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccad/ShouLYWNIHYZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/ImaniKKMAIL23,
author = {Mohsen Imani and
Yeseong Kim and
Behnam Khaleghi and
Justin Morris and
Haleh Alimohamadi and
Farhad Imani and
Hugo Latapie},
title = {Hierarchical, Distributed and Brain-Inspired Learning for Internet
of Things Systems},
booktitle = {43rd {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2023, Hong Kong, July 18-21, 2023},
pages = {511--522},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDCS57875.2023.00083},
doi = {10.1109/ICDCS57875.2023.00083},
timestamp = {Tue, 24 Oct 2023 14:47:33 +0200},
biburl = {https://dblp.org/rec/conf/icdcs/ImaniKKMAIL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrc/MorsaliTLCIRA23,
author = {Mehrdad Morsali and
Sepehr Tabrizchi and
Maximilian Liehr and
Nathaniel C. Cady and
Mohsen Imani and
Arman Roohi and
Shaahin Angizi},
title = {Deep Mapper: {A} Multi-Channel Single-Cycle Near-Sensor {DNN} Accelerator},
booktitle = {{IEEE} International Conference on Rebooting Computing, {ICRC} 2023,
San Diego, CA, USA, December 5-6, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRC60800.2023.10386958},
doi = {10.1109/ICRC60800.2023.10386958},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icrc/MorsaliTLCIRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/NiKRI23,
author = {Yang Ni and
Yeseong Kim and
Tajana Rosing and
Mohsen Imani},
title = {Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional
Learning on Edge (Extended Abstract)},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6474--6479},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/723},
doi = {10.24963/IJCAI.2023/723},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/NiKRI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwscas/ChenBI23,
author = {Hanning Chen and
Hamza Errahmouni Barkam and
Mohsen Imani},
title = {Hardware-Optimized Hyperdimensional Computing for Real-Time Learning},
booktitle = {66th {IEEE} International Midwest Symposium on Circuits and Systems,
{MWSCAS} 2023, Tempe, AZ, USA, August 6-9, 2023},
pages = {811--815},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MWSCAS57524.2023.10406123},
doi = {10.1109/MWSCAS57524.2023.10406123},
timestamp = {Sat, 24 Feb 2024 20:42:53 +0100},
biburl = {https://dblp.org/rec/conf/mwscas/ChenBI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsi/ChenKSGLI23,
author = {Hanning Chen and
Yeseong Kim and
Elaheh Sadredini and
Saransh Gupta and
Hugo Latapie and
Mohsen Imani},
title = {Sparsity Controllable Hyperdimensional Computing for Genome Sequence
Matching Acceleration},
booktitle = {31st {IFIP/IEEE} International Conference on Very Large Scale Integration,
VLSI-SoC 2023, Dubai, United Arab Emirates, October 16-18, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/VLSI-SoC57769.2023.10321874},
doi = {10.1109/VLSI-SOC57769.2023.10321874},
timestamp = {Wed, 06 Dec 2023 13:14:06 +0100},
biburl = {https://dblp.org/rec/conf/vlsi/ChenKSGLI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsi/KarimzadehIACLF23,
author = {Foroozan Karimzadeh and
Mohsen Imani and
Bahar Asgari and
Ningyuan Cao and
Yingyan Lin and
Yan Fang},
title = {Memory-Based Computing for Energy-Efficient {AI:} Grand Challenges},
booktitle = {31st {IFIP/IEEE} International Conference on Very Large Scale Integration,
VLSI-SoC 2023, Dubai, United Arab Emirates, October 16-18, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/VLSI-SoC57769.2023.10321880},
doi = {10.1109/VLSI-SOC57769.2023.10321880},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vlsi/KarimzadehIACLF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00173,
author = {Jingyao Zhang and
Mohsen Imani and
Elaheh Sadredini},
title = {{BP-NTT:} Fast and Compact in-SRAM Number Theoretic Transform with
Bit-Parallel Modular Multiplication},
journal = {CoRR},
volume = {abs/2303.00173},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00173},
doi = {10.48550/ARXIV.2303.00173},
eprinttype = {arXiv},
eprint = {2303.00173},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05503,
author = {Junyao Wang and
Sitao Huang and
Mohsen Imani},
title = {DistHD: {A} Learner-Aware Dynamic Encoding Method for Hyperdimensional
Classification},
journal = {CoRR},
volume = {abs/2304.05503},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05503},
doi = {10.48550/ARXIV.2304.05503},
eprinttype = {arXiv},
eprint = {2304.05503},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06728,
author = {Junyao Wang and
Hanning Chen and
Mariam Issa and
Sitao Huang and
Mohsen Imani},
title = {Late Breaking Results: Scalable and Efficient Hyperdimensional Computing
for Network Intrusion Detection},
journal = {CoRR},
volume = {abs/2304.06728},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06728},
doi = {10.48550/ARXIV.2304.06728},
eprinttype = {arXiv},
eprint = {2304.06728},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00685,
author = {Sercan Aygun and
Mehran Shoushtari Moghadam and
M. Hassan Najafi and
Mohsen Imani},
title = {Learning from Hypervectors: {A} Survey on Hypervector Encoding},
journal = {CoRR},
volume = {abs/2308.00685},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00685},
doi = {10.48550/ARXIV.2308.00685},
eprinttype = {arXiv},
eprint = {2308.00685},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04940,
author = {Shengxi Shou and
Che{-}Kai Liu and
Sanggeon Yun and
Zishen Wan and
Kai Ni and
Mohsen Imani and
X. Sharon Hu and
Jianyi Yang and
Cheng Zhuo and
Xunzhao Yin},
title = {{SEE-MCAM:} Scalable Multi-bit FeFET Content Addressable Memories
for Energy Efficient Associative Search},
journal = {CoRR},
volume = {abs/2310.04940},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04940},
doi = {10.48550/ARXIV.2310.04940},
eprinttype = {arXiv},
eprint = {2310.04940},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17801,
author = {Farbin Fayza and
Cansu Demirkiran and
Hanning Chen and
Che{-}Kai Liu and
Avi Mohan and
Hamza Errahmouni Barkam and
Sanggeon Yun and
Mohsen Imani and
David Zhang and
Darius Bunandar and
Ajay Joshi},
title = {Towards Efficient Hyperdimensional Computing Using Photonics},
journal = {CoRR},
volume = {abs/2311.17801},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17801},
doi = {10.48550/ARXIV.2311.17801},
eprinttype = {arXiv},
eprint = {2311.17801},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18655,
author = {Mehrdad Morsali and
Sepehr Tabrizchi and
Deniz Najafi and
Mohsen Imani and
Mahdi Nikdast and
Arman Roohi and
Shaahin Angizi},
title = {{OISA:} Architecting an Optical In-Sensor Accelerator for Efficient
Visual Computing},
journal = {CoRR},
volume = {abs/2311.18655},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18655},
doi = {10.48550/ARXIV.2311.18655},
eprinttype = {arXiv},
eprint = {2311.18655},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/HuangRLGNHIYZ22,
author = {Qingrong Huang and
Dayane Reis and
Chao Li and
Di Gao and
Michael T. Niemier and
Xiaobo Sharon Hu and
Mohsen Imani and
Xunzhao Yin and
Cheng Zhuo},
title = {Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input
Logic},
journal = {{IEEE} Des. Test},
volume = {39},
number = {2},
pages = {56--64},
year = {2022},
url = {https://doi.org/10.1109/MDAT.2021.3063336},
doi = {10.1109/MDAT.2021.3063336},
timestamp = {Tue, 30 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dt/HuangRLGNHIYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ImaniIG22,
author = {Mahdi Imani and
Mohsen Imani and
Seyede Fatemeh Ghoreishi},
title = {Bayesian Optimization for Expensive Smooth-Varying Functions},
journal = {{IEEE} Intell. Syst.},
volume = {37},
number = {4},
pages = {44--55},
year = {2022},
url = {https://doi.org/10.1109/MIS.2022.3163227},
doi = {10.1109/MIS.2022.3163227},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/ImaniIG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/GuptaISHWKKR22,
author = {Saransh Gupta and
Mohsen Imani and
Joonseop Sim and
Andrew Huang and
Fan Wu and
Jaeyoung Kang and
Yeseong Kim and
Tajana Simunic Rosing},
title = {{COSMO:} Computing with Stochastic Numbers in Memory},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {18},
number = {2},
pages = {37:1--37:25},
year = {2022},
url = {https://doi.org/10.1145/3484731},
doi = {10.1145/3484731},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetc/GuptaISHWKKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/ChenQIYZ22,
author = {Chuangtao Chen and
Weikang Qian and
Mohsen Imani and
Xunzhao Yin and
Cheng Zhuo},
title = {{PAM:} {A} Piecewise-Linearly-Approximated Floating-Point Multiplier
With Unbiasedness and Configurability},
journal = {{IEEE} Trans. Computers},
volume = {71},
number = {10},
pages = {2473--2486},
year = {2022},
url = {https://doi.org/10.1109/TC.2021.3131850},
doi = {10.1109/TC.2021.3131850},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/ChenQIYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/MorrisFHIAR22,
author = {Justin Morris and
Roshan Fernando and
Yilun Hao and
Mohsen Imani and
Baris Aksanli and
Tajana Rosing},
title = {Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional
Computing},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {41},
number = {4},
pages = {897--907},
year = {2022},
url = {https://doi.org/10.1109/TCAD.2021.3069139},
doi = {10.1109/TCAD.2021.3069139},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/MorrisFHIAR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasII/AlamNTIG22,
author = {Mohsen Riahi Alam and
M. Hassan Najafi and
Nima Taherinejad and
Mohsen Imani and
Raju Gottumukkala},
title = {Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams
in Memristive Memory},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {69},
number = {5},
pages = {2423--2427},
year = {2022},
url = {https://doi.org/10.1109/TCSII.2022.3161995},
doi = {10.1109/TCSII.2022.3161995},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcasII/AlamNTIG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/GuptaKSMRYTKIAR22,
author = {Saransh Gupta and
Behnam Khaleghi and
Sahand Salamat and
Justin Morris and
Ranganathan Ramkumar and
Jeffrey Yu and
Aniket Tiwari and
Jaeyoung Kang and
Mohsen Imani and
Baris Aksanli and
Tajana Simunic Rosing},
title = {Store-n-Learn: Classification and Clustering with Hyperdimensional
Computing across Flash Hierarchy},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {21},
number = {3},
pages = {22:1--22:25},
year = {2022},
url = {https://doi.org/10.1145/3503541},
doi = {10.1145/3503541},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tecs/GuptaKSMRYTKIAR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/MorrisEKIAS22,
author = {Justin Morris and
Kazim Ergun and
Behnam Khaleghi and
Mohsen Imani and
Baris Aksanli and
Tajana Simunic},
title = {HyDREA: Utilizing Hyperdimensional Computing for a More Robust and
Efficient Machine Learning System},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {21},
number = {6},
pages = {78:1--78:25},
year = {2022},
url = {https://doi.org/10.1145/3524067},
doi = {10.1145/3524067},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tecs/MorrisEKIAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ImaniIG22,
author = {Mahdi Imani and
Mohsen Imani and
Seyede Fatemeh Ghoreishi},
title = {Optimal Bayesian Biomarker Selection for Gene Regulatory Networks
under Regulatory Model Uncertainty},
booktitle = {American Control Conference, {ACC} 2022, Atlanta, GA, USA, June 8-10,
2022},
pages = {1379--1385},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/ACC53348.2022.9867683},
doi = {10.23919/ACC53348.2022.9867683},
timestamp = {Mon, 06 Nov 2023 12:57:51 +0100},
biburl = {https://dblp.org/rec/conf/amcc/ImaniIG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codesisss/AmrouchIJAFYMBG22,
author = {Hussam Amrouch and
Mohsen Imani and
Xun Jiao and
Yiannis Aloimonos and
Cornelia Ferm{\"{u}}ller and
Dehao Yuan and
Dongning Ma and
Hamza Errahmouni Barkam and
Paul R. Genssler and
Peter Sutor Jr.},
title = {Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge
{AI}},
booktitle = {International Conference on Hardware/Software Codesign and System
Synthesis, {CODES+ISSS} 2022, Shanghai, China, October 7-14, 2022},
pages = {25--34},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CODES-ISSS55005.2022.00017},
doi = {10.1109/CODES-ISSS55005.2022.00017},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/codesisss/AmrouchIJAFYMBG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ImaniZCKPLKSI22,
author = {Mohsen Imani and
Ali Zakeri and
Hanning Chen and
Taehyun Kim and
Prathyush Poduval and
Hyunsei Lee and
Yeseong Kim and
Elaheh Sadredini and
Farhad Imani},
editor = {Rob Oshana},
title = {Neural computation for robust and holographic face detection},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {31--36},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530653},
doi = {10.1145/3489517.3530653},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/ImaniZCKPLKSI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/PoduvalNK0KCI22,
author = {Prathyush Poduval and
Yang Ni and
Yeseong Kim and
Kai Ni and
Raghavan Kumar and
Rosario Cammarota and
Mohsen Imani},
editor = {Rob Oshana},
title = {Adaptive neural recovery for highly robust brain-like representation},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {367--372},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530659},
doi = {10.1145/3489517.3530659},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/PoduvalNK0KCI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/CaiI0Z0SZY22,
author = {Jiahao Cai and
Mohsen Imani and
Kai Ni and
Grace Li Zhang and
Bing Li and
Ulf Schlichtmann and
Cheng Zhuo and
Xunzhao Yin},
editor = {Rob Oshana},
title = {Energy efficient data search design and optimization based on a compact
ferroelectric {FET} content addressable memory},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {751--756},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530527},
doi = {10.1145/3489517.3530527},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/CaiI0Z0SZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/NiIAIYI22,
author = {Yang Ni and
Mariam Issa and
Danny Abraham and
Mahdi Imani and
Xunzhao Yin and
Mohsen Imani},
editor = {Rob Oshana},
title = {{HDPG:} hyperdimensional policy-based reinforcement learning for continuous
control},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {1141--1146},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530668},
doi = {10.1145/3489517.3530668},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/NiIAIYI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ParkKKLHLIK22,
author = {Jongho Park and
Hyukjun Kwon and
Seowoo Kim and
Junyoung Lee and
Minho Ha and
Euicheol Lim and
Mohsen Imani and
Yeseong Kim},
editor = {Rob Oshana},
title = {QuiltNet: efficient deep learning inference on multi-chip accelerators
using model partitioning},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {1159--1164},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530589},
doi = {10.1145/3489517.3530589},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/ParkKKLHLIK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/JalilvandENNI22,
author = {Amir Hossein Jalilvand and
Seyedeh Newsha Estiri and
Samaneh Naderi and
M. Hassan Najafi and
Mohsen Imani},
editor = {Rob Oshana},
title = {A fast and low-cost comparison-free sorting engine with unary computing:
late breaking results},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {1390--1391},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530615},
doi = {10.1145/3489517.3530615},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/JalilvandENNI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/NiKRI22,
author = {Yang Ni and
Yeseong Kim and
Tajana Rosing and
Mohsen Imani},
editor = {Cristiana Bolchini and
Ingrid Verbauwhede and
Ioana Vatajelu},
title = {Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional
Learning on Edge},
booktitle = {2022 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2022, Antwerp, Belgium, March 14-23, 2022},
pages = {292--297},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/DATE54114.2022.9774524},
doi = {10.23919/DATE54114.2022.9774524},
timestamp = {Wed, 25 May 2022 22:56:19 +0200},
biburl = {https://dblp.org/rec/conf/date/NiKRI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/NiKRI22a,
author = {Yang Ni and
Yeseong Kim and
Tajana Rosing and
Mohsen Imani},
editor = {Cristiana Bolchini and
Ingrid Verbauwhede and
Ioana Vatajelu},
title = {Online Performance and Power Prediction for Edge {TPU} via Comprehensive
Characterization},
booktitle = {2022 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2022, Antwerp, Belgium, March 14-23, 2022},
pages = {612--615},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/DATE54114.2022.9774764},
doi = {10.23919/DATE54114.2022.9774764},
timestamp = {Wed, 25 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/NiKRI22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/ChenI22,
author = {Hanning Chen and
Mohsen Imani},
title = {Density-Aware Parallel Hyperdimensional Genome Sequence Matching},
booktitle = {30th {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2022, New York City, NY, USA, May 15-18,
2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/FCCM53951.2022.9786145},
doi = {10.1109/FCCM53951.2022.9786145},
timestamp = {Mon, 13 Jun 2022 16:53:36 +0200},
biburl = {https://dblp.org/rec/conf/fccm/ChenI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/ShahhosseiniNNI22,
author = {Sina Shahhosseini and
Yang Ni and
Emad Kasaeyan Naeini and
Mohsen Imani and
Amir M. Rahmani and
Nikil D. Dutt},
editor = {Ioannis Savidis and
Avesta Sasan and
Himanshu Thapliyal and
Ronald F. DeMara},
title = {Flexible and Personalized Learning for Wearable Health Applications
using HyperDimensional Computing},
booktitle = {{GLSVLSI} '22: Great Lakes Symposium on {VLSI} 2022, Irvine {CA} USA,
June 6 - 8, 2022},
pages = {357--360},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3526241.3530373},
doi = {10.1145/3526241.3530373},
timestamp = {Fri, 03 Jun 2022 08:45:20 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/ShahhosseiniNNI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/ZhangIJ22,
author = {Sizhe Zhang and
Mohsen Imani and
Xun Jiao},
editor = {Tulika Mitra and
Evangeline F. Y. Young and
Jinjun Xiong},
title = {ScaleHD: Robust Brain-Inspired Hyperdimensional Computing via Adapative
Scaling},
booktitle = {Proceedings of the 41st {IEEE/ACM} International Conference on Computer-Aided
Design, {ICCAD} 2022, San Diego, California, USA, 30 October 2022
- 3 November 2022},
pages = {31:1--31:9},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3508352.3549376},
doi = {10.1145/3508352.3549376},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/ZhangIJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/NiLZI22,
author = {Yang Ni and
Nicholas A. Lesica and
Fan{-}Gang Zeng and
Mohsen Imani},
editor = {Tulika Mitra and
Evangeline F. Y. Young and
Jinjun Xiong},
title = {Neurally-Inspired Hyperdimensional Classification for Efficient and
Robust Biosignal Processing},
booktitle = {Proceedings of the 41st {IEEE/ACM} International Conference on Computer-Aided
Design, {ICCAD} 2022, San Diego, California, USA, 30 October 2022
- 3 November 2022},
pages = {34:1--34:9},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3508352.3549477},
doi = {10.1145/3508352.3549477},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/NiLZI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/ChenINI22,
author = {Hanning Chen and
Mariam Issa and
Yang Ni and
Mohsen Imani},
editor = {Tulika Mitra and
Evangeline F. Y. Young and
Jinjun Xiong},
title = {{DARL:} Distributed Reconfigurable Accelerator for Hyperdimensional
Reinforcement Learning},
booktitle = {Proceedings of the 41st {IEEE/ACM} International Conference on Computer-Aided
Design, {ICCAD} 2022, San Diego, California, USA, 30 October 2022
- 3 November 2022},
pages = {84:1--84:9},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3508352.3549437},
doi = {10.1145/3508352.3549437},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/ChenINI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/LiuCI0KLNHZZY22,
author = {Che{-}Kai Liu and
Haobang Chen and
Mohsen Imani and
Kai Ni and
Arman Kazemi and
Ann Franchesca Laguna and
Michael T. Niemier and
Xiaobo Sharon Hu and
Liang Zhao and
Cheng Zhuo and
Xunzhao Yin},
editor = {Tulika Mitra and
Evangeline F. Y. Young and
Jinjun Xiong},
title = {{COSIME:} FeFET Based Associative Memory for In-Memory Cosine Similarity
Search},
booktitle = {Proceedings of the 41st {IEEE/ACM} International Conference on Computer-Aided
Design, {ICCAD} 2022, San Diego, California, USA, 30 October 2022
- 3 November 2022},
pages = {137:1--137:9},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3508352.3549412},
doi = {10.1145/3508352.3549412},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/LiuCI0KLNHZZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/ChenNSI22,
author = {Hanning Chen and
M. Hassan Najafi and
Elaheh Sadredini and
Mohsen Imani},
title = {Full Stack Parallel Online Hyperdimensional Regression on {FPGA}},
booktitle = {{IEEE} 40th International Conference on Computer Design, {ICCD} 2022,
Olympic Valley, CA, USA, October 23-26, 2022},
pages = {517--524},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCD56317.2022.00082},
doi = {10.1109/ICCD56317.2022.00082},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccd/ChenNSI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/IssaSNHARDI22,
author = {Mariam Issa and
Sina Shahhosseini and
Yang Ni and
Tianyi Hu and
Danny Abraham and
Amir M. Rahmani and
Nikil D. Dutt and
Mohsen Imani},
title = {Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks},
booktitle = {{IEEE} 40th International Conference on Computer Design, {ICCD} 2022,
Olympic Valley, CA, USA, October 23-26, 2022},
pages = {652--655},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCD56317.2022.00100},
doi = {10.1109/ICCD56317.2022.00100},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccd/IssaSNHARDI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/ZouCPKISCI22,
author = {Zhuowen Zou and
Hanning Chen and
Prathyush Poduval and
Yeseong Kim and
Mahdi Imani and
Elaheh Sadredini and
Rosario Cammarota and
Mohsen Imani},
editor = {Valentina Salapura and
Mohamed Zahran and
Fred Chong and
Lingjia Tang},
title = {BioHD: an efficient genome sequence search platform using HyperDimensional
memorization},
booktitle = {{ISCA} '22: The 49th Annual International Symposium on Computer Architecture,
New York, New York, USA, June 18 - 22, 2022},
pages = {656--669},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3470496.3527422},
doi = {10.1145/3470496.3527422},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isca/ZouCPKISCI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07948,
author = {Xunzhao Yin and
Franz M{\"{u}}ller and
Qingrong Huang and
Chao Li and
Mohsen Imani and
Zeyu Yang and
Jiahao Cai and
Maximilian Lederer and
Ricardo Olivo and
Nellie Laleni and
Shan Deng and
Zijian Zhao and
Cheng Zhuo and
Thomas K{\"{a}}mpfe and
Kai Ni},
title = {An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search
Engine},
journal = {CoRR},
volume = {abs/2203.07948},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07948},
doi = {10.48550/ARXIV.2203.07948},
eprinttype = {arXiv},
eprint = {2203.07948},
timestamp = {Tue, 30 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06978,
author = {Yang Ni and
Danny Abraham and
Mariam Issa and
Yeseong Kim and
Pietro Mercati and
Mohsen Imani},
title = {{QHD:} {A} brain-inspired hyperdimensional reinforcement learning
algorithm},
journal = {CoRR},
volume = {abs/2205.06978},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.06978},
doi = {10.48550/ARXIV.2205.06978},
eprinttype = {arXiv},
eprint = {2205.06978},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-06978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04134,
author = {Paul R. Genssler and
Hamza Errahmouni Barkam and
Karthik Pandaram and
Mohsen Imani and
Hussam Amrouch},
title = {Modeling and Predicting Transistor Aging under Workload Dependency
using Machine Learning},
journal = {CoRR},
volume = {abs/2207.04134},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04134},
doi = {10.48550/ARXIV.2207.04134},
eprinttype = {arXiv},
eprint = {2207.04134},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12188,
author = {Che{-}Kai Liu and
Haobang Chen and
Mohsen Imani and
Kai Ni and
Arman Kazemi and
Ann Franchesca Laguna and
Michael T. Niemier and
Xiaobo Sharon Hu and
Liang Zhao and
Cheng Zhuo and
Xunzhao Yin},
title = {{COSIME:} FeFET based Associative Memory for In-Memory Cosine Similarity
Search},
journal = {CoRR},
volume = {abs/2207.12188},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12188},
doi = {10.48550/ARXIV.2207.12188},
eprinttype = {arXiv},
eprint = {2207.12188},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01095,
author = {Sina Shahhosseini and
Yang Ni and
Hamidreza Alikhani and
Emad Kasaeyan Naeini and
Mohsen Imani and
Nikil D. Dutt and
Amir M. Rahmani},
title = {Efficient Personalized Learning for Wearable Health Applications using
HyperDimensional Computing},
journal = {CoRR},
volume = {abs/2208.01095},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01095},
doi = {10.48550/ARXIV.2208.01095},
eprinttype = {arXiv},
eprint = {2208.01095},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11971,
author = {Xunzhao Yin and
Qingrong Huang and
Franz M{\"{u}}ller and
Shan Deng and
Alptekin Vardar and
Sourav De and
Zhouhang Jiang and
Mohsen Imani and
Cheng Zhuo and
Thomas K{\"{a}}mpfe and
Kai Ni},
title = {A Homogeneous Processing Fabric for Matrix-Vector Multiplication and
Associative Search Using Ferroelectric Time-Domain Compute-in-Memory},
journal = {CoRR},
volume = {abs/2209.11971},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.11971},
doi = {10.48550/ARXIV.2209.11971},
eprinttype = {arXiv},
eprint = {2209.11971},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-11971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/RahmanIMW21,
author = {Mohammad Saidur Rahman and
Mohsen Imani and
Nate Mathews and
Matthew Wright},
title = {Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting
Attacks With Adversarial Traces},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {16},
pages = {1594--1609},
year = {2021},
url = {https://doi.org/10.1109/TIFS.2020.3039691},
doi = {10.1109/TIFS.2020.3039691},
timestamp = {Mon, 29 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/RahmanIMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/ZhouCIGZR21,
author = {Minxuan Zhou and
Guoyang Chen and
Mohsen Imani and
Saransh Gupta and
Weifeng Zhang and
Tajana Rosing},
editor = {Jaejin Lee and
Albert Cohen},
title = {{PIM-DL:} Boosting {DNN} Inference on Digital Processing In-Memory
Architectures via Data Layout Optimizations},
booktitle = {30th International Conference on Parallel Architectures and Compilation
Techniques, {PACT} 2021, Atlanta, GA, USA, September 26-29, 2021},
pages = {1},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PACT52795.2021.00021},
doi = {10.1109/PACT52795.2021.00021},
timestamp = {Mon, 06 Nov 2023 15:27:23 +0100},
biburl = {https://dblp.org/rec/conf/IEEEpact/ZhouCIGZR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/AmrouchHILNTYZ21,
author = {Hussam Amrouch and
Xiaobo Sharon Hu and
Mohsen Imani and
Ann Franchesca Laguna and
Michael T. Niemier and
Simon Thomann and
Xunzhao Yin and
Cheng Zhuo},
title = {Cross-layer Design for Computing-in-Memory: From Devices, Circuits,
to Architectures and Applications},
booktitle = {{ASPDAC} '21: 26th Asia and South Pacific Design Automation Conference,
Tokyo, Japan, January 18-21, 2021},
pages = {132--139},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3394885.3431617},
doi = {10.1145/3394885.3431617},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/AmrouchHILNTYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/GuoIKSMAKR21,
author = {Yunhui Guo and
Mohsen Imani and
Jaeyoung Kang and
Sahand Salamat and
Justin Morris and
Baris Aksanli and
Yeseong Kim and
Tajana Rosing},
title = {HyperRec: Efficient Recommender Systems with Hyperdimensional Computing},
booktitle = {{ASPDAC} '21: 26th Asia and South Pacific Design Automation Conference,
Tokyo, Japan, January 18-21, 2021},
pages = {384--389},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3394885.3431553},
doi = {10.1145/3394885.3431553},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/GuoIKSMAKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/ZhouIKGR21,
author = {Minxuan Zhou and
Mohsen Imani and
Yeseong Kim and
Saransh Gupta and
Tajana Rosing},
title = {DP-Sim: {A} Full-stack Simulation Infrastructure for Digital Processing
In-Memory Architectures},
booktitle = {{ASPDAC} '21: 26th Asia and South Pacific Design Automation Conference,
Tokyo, Japan, January 18-21, 2021},
pages = {639--644},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3394885.3431525},
doi = {10.1145/3394885.3431525},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aspdac/ZhouIKGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/Hernandez-CanoZ21,
author = {Alejandro Hern{\'{a}}ndez{-}Cano and
Cheng Zhuo and
Xunzhao Yin and
Mohsen Imani},
title = {RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning
System},
booktitle = {58th {ACM/IEEE} Design Automation Conference, {DAC} 2021, San Francisco,
CA, USA, December 5-9, 2021},
pages = {7--12},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DAC18074.2021.9586284},
doi = {10.1109/DAC18074.2021.9586284},
timestamp = {Fri, 12 Nov 2021 12:31:50 +0100},
biburl = {https://dblp.org/rec/conf/dac/Hernandez-CanoZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/Hernandez-CanoC21,
author = {Alejandro Hern{\'{a}}ndez{-}Cano and
Rosario Cammarota and
Mohsen Imani},
title = {{PRID:} Model Inversion Privacy Attacks in Hyperdimensional Learning
Systems},
booktitle = {58th {ACM/IEEE} Design Automation Conference, {DAC} 2021, San Francisco,
CA, USA, December 5-9, 2021},
pages = {553--558},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DAC18074.2021.9586217},
doi = {10.1109/DAC18074.2021.9586217},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/Hernandez-CanoC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/KimKI21,
author = {Yeseong Kim and
Jiseung Kim and
Mohsen Imani},
title = {CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional
Computing},
booktitle = {58th {ACM/IEEE} Design Automation Conference, {DAC} 2021, San Francisco,
CA, USA, December 5-9, 2021},
pages = {775--780},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DAC18074.2021.9586235},
doi = {10.1109/DAC18074.2021.9586235},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/KimKI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/PoduvalZYSI21,
author = {Prathyush Poduval and
Zhuowen Zou and
Xunzhao Yin and
Elaheh Sadredini and
Mohsen Imani},
title = {Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional
System},
booktitle = {58th {ACM/IEEE} Design Automation Conference, {DAC} 2021, San Francisco,
CA, USA, December 5-9, 2021},
pages = {781--786},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DAC18074.2021.9586253},
doi = {10.1109/DAC18074.2021.9586253},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/PoduvalZYSI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/PoduvalZNHI21,
author = {Prathyush Poduval and
Zhuowen Zou and
M. Hassan Najafi and
Houman Homayoun and
Mohsen Imani},
title = {StocHD: Stochastic Hyperdimensional System for Efficient and Robust
Learning from Raw Data},
booktitle = {58th {ACM/IEEE} Design Automation Conference, {DAC} 2021, San Francisco,
CA, USA, December 5-9, 2021},
pages = {1195--1200},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DAC18074.2021.9586166},
doi = {10.1109/DAC18074.2021.9586166},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/PoduvalZNHI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/Hernandez-CaneM21,
author = {Alejandro Hern{\'{a}}ndez{-}Cane and
Namiko Matsumoto and
Eric Ping and
Mohsen Imani},
title = {OnlineHD: Robust, Efficient, and Single-Pass Online Learning Using
Hyperdimensional System},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {56--61},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9474107},
doi = {10.23919/DATE51398.2021.9474107},
timestamp = {Wed, 21 Jul 2021 10:04:34 +0200},
biburl = {https://dblp.org/rec/conf/date/Hernandez-CaneM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ZhouLIR21,
author = {Minxuan Zhou and
Muzhou Li and
Mohsen Imani and
Tajana Rosing},
title = {HyGraph: Accelerating Graph Processing with Hybrid Memory-centric
Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {330--335},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9473227},
doi = {10.23919/DATE51398.2021.9473227},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/ZhouLIR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/GarciaAKRI21,
author = {Ricardo Garcia and
Fatemeh Asgarinejad and
Behnam Khaleghi and
Tajana Rosing and
Mohsen Imani},
title = {TruLook: {A} Framework for Configurable {GPU} Approximation},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {487--490},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9474239},
doi = {10.23919/DATE51398.2021.9474239},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/GarciaAKRI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/MorrisEKIAR21,
author = {Justin Morris and
Kazim Ergun and
Behnam Khaleghi and
Mohsen Imani and
Baris Aksanli and
Tajana Rosing},
title = {HyDREA: Towards More Robust and Efficient Machine Learning Systems
with Hyperdimensional Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {723--728},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9474218},
doi = {10.23919/DATE51398.2021.9474218},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/MorrisEKIAR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/Salamat0KIMR21,
author = {Sahand Salamat and
Jaeyoung Kang and
Yeseong Kim and
Mohsen Imani and
Niema Moshiri and
Tajana Rosing},
title = {{FPGA} Acceleration of Protein Back-Translation and Alignment},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {822--827},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9474103},
doi = {10.23919/DATE51398.2021.9474103},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/Salamat0KIMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ZouKNI21,
author = {Zhuowen Zou and
Yeseong Kim and
M. Hassan Najafi and
Mohsen Imani},
title = {ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable
Encoder},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {850--855},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9473987},
doi = {10.23919/DATE51398.2021.9473987},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/ZouKNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/AsadiNI21,
author = {Sina Asadi and
M. Hassan Najafi and
Mohsen Imani},
title = {A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic
Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {908--913},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9474143},
doi = {10.23919/DATE51398.2021.9474143},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/AsadiNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/QianFWLI0ZLSZY21,
author = {Yu Qian and
Zhenhao Fan and
Haoran Wang and
Chao Li and
Mohsen Imani and
Kai Ni and
Grace Li Zhang and
Bing Li and
Ulf Schlichtmann and
Cheng Zhuo and
Xunzhao Yin},
title = {Energy-Aware Designs of Ferroelectric Ternary Content Addressable
Memory},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {1090--1095},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9474234},
doi = {10.23919/DATE51398.2021.9474234},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/QianFWLI0ZLSZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/Hernandez-CanoK21,
author = {Alejandro Hern{\'{a}}ndez{-}Cano and
Yeseong Kim and
Mohsen Imani},
title = {A Framework for Efficient and Binary Clustering in High-Dimensional
Space},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {1859--1864},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9474008},
doi = {10.23919/DATE51398.2021.9474008},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/Hernandez-CanoK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/Hernandez-CanoZ21,
author = {Alejandro Hern{\'{a}}ndez{-}Cano and
Cheng Zhuo and
Xunzhao Yin and
Mohsen Imani},
editor = {Yiran Chen and
Victor V. Zhirnov and
Avesta Sasan and
Ioannis Savidis},
title = {Real-Time and Robust Hyperdimensional Classification},
booktitle = {{GLSVLSI} '21: Great Lakes Symposium on {VLSI} 2021, Virtual Event,
USA, June 22-25, 2021},
pages = {397--402},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3453688.3461749},
doi = {10.1145/3453688.3461749},
timestamp = {Mon, 04 Jul 2022 14:19:34 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/Hernandez-CanoZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/ImaniZBRSKKR21,
author = {Mohsen Imani and
Zhuowen Zou and
Samuel Bosch and
Sanjay Anantha Rao and
Sahand Salamat and
Venkatesh Kumar and
Yeseong Kim and
Tajana Rosing},
title = {Revisiting HyperDimensional Learning for {FPGA} and Low-Power Architectures},
booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture,
{HPCA} 2021, Seoul, South Korea, February 27 - March 3, 2021},
pages = {221--234},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPCA51647.2021.00028},
doi = {10.1109/HPCA51647.2021.00028},
timestamp = {Tue, 27 Apr 2021 14:46:03 +0200},
biburl = {https://dblp.org/rec/conf/hpca/ImaniZBRSKKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/AsadiNI21,
author = {Sina Asadi and
M. Hassan Najafi and
Mohsen Imani},
title = {{CORLD:} In-Stream Correlation Manipulation for Low-Discrepancy Stochastic
Computing},
booktitle = {{IEEE/ACM} International Conference On Computer Aided Design, {ICCAD}
2021, Munich, Germany, November 1-4, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCAD51958.2021.9643450},
doi = {10.1109/ICCAD51958.2021.9643450},
timestamp = {Tue, 28 Dec 2021 12:29:05 +0100},
biburl = {https://dblp.org/rec/conf/iccad/AsadiNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/KimIGZR21,
author = {Yeseong Kim and
Mohsen Imani and
Saransh Gupta and
Minxuan Zhou and
Tajana Simunic Rosing},
title = {Massively Parallel Big Data Classification on a Programmable Processing
In-Memory Architecture},
booktitle = {{IEEE/ACM} International Conference On Computer Aided Design, {ICCAD}
2021, Munich, Germany, November 1-4, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCAD51958.2021.9643480},
doi = {10.1109/ICCAD51958.2021.9643480},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccad/KimIGZR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/MorrisSRIAR21,
author = {Justin Morris and
Si Thu Kaung Set and
Gadi Rosen and
Mohsen Imani and
Baris Aksanli and
Tajana Rosing},
title = {AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing},
booktitle = {39th {IEEE} International Conference on Computer Design, {ICCD} 2021,
Storrs, CT, USA, October 24-27, 2021},
pages = {93--100},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCD53106.2021.00026},
doi = {10.1109/ICCD53106.2021.00026},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccd/MorrisSRIAR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/KazemiSZNHI21,
author = {Arman Kazemi and
Mohammad Mehdi Sharifi and
Zhuowen Zou and
Michael T. Niemier and
X. Sharon Hu and
Mohsen Imani},
title = {{MIMHD:} Accurate and Efficient Hyperdimensional Inference Using Multi-Bit
In-Memory Computing},
booktitle = {{IEEE/ACM} International Symposium on Low Power Electronics and Design,
{ISLPED} 2021, Boston, MA, USA, July 26-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISLPED52811.2021.9502498},
doi = {10.1109/ISLPED52811.2021.9502498},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/islped/KazemiSZNHI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/SokolovaI0GMRA21,
author = {Alice Sokolova and
Mohsen Imani and
Andrew Huang and
Ricardo Garcia and
Justin Morris and
Tajana Rosing and
Baris Aksanli},
title = {MACcelerator: Approximate Arithmetic Unit for Computational Acceleration},
booktitle = {22nd International Symposium on Quality Electronic Design, {ISQED}
2021, Santa Clara, CA, USA, April 7-9, 2021},
pages = {444--449},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISQED51717.2021.9424293},
doi = {10.1109/ISQED51717.2021.9424293},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/SokolovaI0GMRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mascots/KimLIK21,
author = {Jiseung Kim and
Hyunsei Lee and
Mohsen Imani and
Yeseong Kim},
title = {Efficient Brain-Inspired Hyperdimensional Learning with Spatiotemporal
Structured Data},
booktitle = {29th International Symposium on Modeling, Analysis, and Simulation
of Computer and Telecommunication Systems, {MASCOTS} 2021, Houston,
TX, USA, November 3-5, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MASCOTS53633.2021.9614302},
doi = {10.1109/MASCOTS53633.2021.9614302},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mascots/KimLIK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/SadrediniRIS21,
author = {Elaheh Sadredini and
Reza Rahimi and
Mohsen Imani and
Kevin Skadron},
title = {Sunder: Enabling Low-Overhead and Scalable Near-Data Pattern Matching
Acceleration},
booktitle = {{MICRO} '21: 54th Annual {IEEE/ACM} International Symposium on Microarchitecture,
Virtual Event, Greece, October 18-22, 2021},
pages = {311--323},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3466752.3480934},
doi = {10.1145/3466752.3480934},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micro/SadrediniRIS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/PoduvalIIZYNI21,
author = {Prathyush Poduval and
Mariam Issa and
Farhad Imani and
Cheng Zhuo and
Xunzhao Yin and
M. Hassan Najafi and
Mohsen Imani},
title = {Robust In-Memory Computing with Hyperdimensional Stochastic Representation},
booktitle = {{IEEE/ACM} International Symposium on Nanoscale Architectures, {NANOARCH}
2021, AB, Canada, November 8-10, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/NANOARCH53687.2021.9642237},
doi = {10.1109/NANOARCH53687.2021.9642237},
timestamp = {Thu, 06 Jan 2022 14:20:09 +0100},
biburl = {https://dblp.org/rec/conf/nanoarch/PoduvalIIZYNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/ZouKIACI21,
author = {Zhuowen Zou and
Yeseong Kim and
Farhad Imani and
Haleh Alimohamadi and
Rosario Cammarota and
Mohsen Imani},
editor = {Bronis R. de Supinski and
Mary W. Hall and
Todd Gamblin},
title = {Scalable edge-based hyperdimensional learning system with brain-like
neural adaptation},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, {SC} 2021, St. Louis, Missouri, USA, November
14-19, 2021},
pages = {38},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3458817.3480958},
doi = {10.1145/3458817.3480958},
timestamp = {Tue, 08 Nov 2022 16:03:02 +0100},
biburl = {https://dblp.org/rec/conf/sc/ZouKIACI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12029,
author = {Arman Kazemi and
Mohammad Mehdi Sharifi and
Zhuowen Zou and
Michael T. Niemier and
X. Sharon Hu and
Mohsen Imani},
title = {{MIMHD:} Accurate and Efficient Hyperdimensional Inference Using Multi-Bit
In-Memory Computing},
journal = {CoRR},
volume = {abs/2106.12029},
year = {2021},
url = {https://arxiv.org/abs/2106.12029},
eprinttype = {arXiv},
eprint = {2106.12029},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00214,
author = {Zhuowen Zou and
Haleh Alimohamadi and
Farhad Imani and
Yeseong Kim and
Mohsen Imani},
title = {Spiking Hyperdimensional Network: Neuromorphic Models Integrated with
Memory-Inspired Framework},
journal = {CoRR},
volume = {abs/2110.00214},
year = {2021},
url = {https://arxiv.org/abs/2110.00214},
eprinttype = {arXiv},
eprint = {2110.00214},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Imani20a,
author = {Mohsen Imani},
title = {Machine Learning in IoT Systems: From Deep Learning to Hyperdimensional
Computing},
school = {University of California, San Diego, {USA}},
year = {2020},
url = {https://www.escholarship.org/uc/item/9mm4b9f0},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Imani20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/ImaniMSLR20,
author = {Mohsen Imani and
Justin Morris and
Helen Shu and
Shou Li and
Tajana Rosing},
title = {Efficient Associative Search in Brain-Inspired Hyperdimensional Computing},
journal = {{IEEE} Des. Test},
volume = {37},
number = {1},
pages = {28--35},
year = {2020},
url = {https://doi.org/10.1109/MDAT.2019.2919954},
doi = {10.1109/MDAT.2019.2919954},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dt/ImaniMSLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/SalamatIR20,
author = {Sahand Salamat and
Mohsen Imani and
Tajana Rosing},
title = {Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational
Reuse},
journal = {{IEEE} Trans. Computers},
volume = {69},
number = {8},
pages = {1159--1171},
year = {2020},
url = {https://doi.org/10.1109/TC.2020.2992662},
doi = {10.1109/TC.2020.2992662},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/SalamatIR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/PeroniIR20,
author = {Daniel Peroni and
Mohsen Imani and
Tajana Simunic Rosing},
title = {Runtime Efficiency-Accuracy Tradeoff Using Configurable Floating Point
Multiplier},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {39},
number = {2},
pages = {346--358},
year = {2020},
url = {https://doi.org/10.1109/TCAD.2018.2885317},
doi = {10.1109/TCAD.2018.2885317},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/PeroniIR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/ImaniBDRSRR20,
author = {Mohsen Imani and
Samuel Bosch and
Sohum Datta and
Sharadhi Ramakrishna and
Sahand Salamat and
Jan M. Rabaey and
Tajana Rosing},
title = {QuantHD: {A} Quantization Framework for Hyperdimensional Computing},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {39},
number = {10},
pages = {2268--2278},
year = {2020},
url = {https://doi.org/10.1109/TCAD.2019.2954472},
doi = {10.1109/TCAD.2019.2954472},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcad/ImaniBDRSRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/ImaniYMGNHR20,
author = {Mohsen Imani and
Xunzhao Yin and
John Messerly and
Saransh Gupta and
Michael T. Niemier and
Xiaobo Sharon Hu and
Tajana Rosing},
title = {SearcHD: {A} Memory-Centric Hyperdimensional Computing With Stochastic
Training},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {39},
number = {10},
pages = {2422--2433},
year = {2020},
url = {https://doi.org/10.1109/TCAD.2019.2952544},
doi = {10.1109/TCAD.2019.2952544},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/ImaniYMGNHR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/PeroniINDR20,
author = {Daniel Peroni and
Mohsen Imani and
Hamid Nejatollahi and
Nikil D. Dutt and
Tajana Rosing},
title = {Data Reuse for Accelerated Approximate Warps},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {39},
number = {12},
pages = {4623--4634},
year = {2020},
url = {https://doi.org/10.1109/TCAD.2020.2986128},
doi = {10.1109/TCAD.2020.2986128},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcad/PeroniINDR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/KhaleghiIR20,
author = {Behnam Khaleghi and
Mohsen Imani and
Tajana Rosing},
title = {Prive-HD: Privacy-Preserved Hyperdimensional Computing},
booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco,
CA, USA, July 20-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DAC18072.2020.9218493},
doi = {10.1109/DAC18072.2020.9218493},
timestamp = {Wed, 14 Oct 2020 10:56:17 +0200},
biburl = {https://dblp.org/rec/conf/dac/KhaleghiIR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/NejatollahiGIRC20,
author = {Hamid Nejatollahi and
Saransh Gupta and
Mohsen Imani and
Tajana Simunic Rosing and
Rosario Cammarota and
Nikil D. Dutt},
title = {CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic
Hardware},
booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco,
CA, USA, July 20-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DAC18072.2020.9218730},
doi = {10.1109/DAC18072.2020.9218730},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/NejatollahiGIRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/KimIMR20,
author = {Yeseong Kim and
Mohsen Imani and
Niema Moshiri and
Tajana Rosing},
title = {GenieHD: Efficient {DNA} Pattern Matching Accelerator Using Hyperdimensional
Computing},
booktitle = {2020 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2020, Grenoble, France, March 9-13, 2020},
pages = {115--120},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/DATE48585.2020.9116397},
doi = {10.23919/DATE48585.2020.9116397},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/KimIMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/GuptaIS0WNR20,
author = {Saransh Gupta and
Mohsen Imani and
Joonseop Sim and
Andrew Huang and
Fan Wu and
M. Hassan Najafi and
Tajana Rosing},
title = {{SCRIMP:} {A} General Stochastic Computing Architecture using ReRAM
in-Memory Processing},
booktitle = {2020 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2020, Grenoble, France, March 9-13, 2020},
pages = {1598--1601},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/DATE48585.2020.9116338},
doi = {10.23919/DATE48585.2020.9116338},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/GuptaIS0WNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/ImaniRKGKR20,
author = {Mohsen Imani and
Mohammad Samragh Razlighi and
Yeseong Kim and
Saransh Gupta and
Farinaz Koushanfar and
Tajana Rosing},
title = {Deep Learning Acceleration with Neuron-to-Memory Transformation},
booktitle = {{IEEE} International Symposium on High Performance Computer Architecture,
{HPCA} 2020, San Diego, CA, USA, February 22-26, 2020},
pages = {1--14},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPCA47549.2020.00011},
doi = {10.1109/HPCA47549.2020.00011},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpca/ImaniRKGKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/GuptaMIRYTAR20,
author = {Saransh Gupta and
Justin Morris and
Mohsen Imani and
Ranganathan Ramkumar and
Jeffrey Yu and
Aniket Tiwari and
Baris Aksanli and
Tajana Simunic Rosing},
title = {{THRIFTY:} Training with Hyperdimensional Computing across Flash Hierarchy},
booktitle = {{IEEE/ACM} International Conference On Computer Aided Design, {ICCAD}
2020, San Diego, CA, USA, November 2-5, 2020},
pages = {27:1--27:9},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1145/3400302.3415723},
doi = {10.1145/3400302.3415723},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/GuptaMIRYTAR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/ChenYQIYZ20,
author = {Chuangtao Chen and
Sen Yang and
Weikang Qian and
Mohsen Imani and
Xunzhao Yin and
Cheng Zhuo},
title = {Optimally Approximated and Unbiased Floating-Point Multiplier with
Runtime Configurability},
booktitle = {{IEEE/ACM} International Conference On Computer Aided Design, {ICCAD}
2020, San Diego, CA, USA, November 2-5, 2020},
pages = {121:1--121:9},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1145/3400302.3415702},
doi = {10.1145/3400302.3415702},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/ChenYQIYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/GuptaIZWZR20,
author = {Saransh Gupta and
Mohsen Imani and
Hengyu Zhao and
Fan Wu and
Jishen Zhao and
Tajana Simunic Rosing},
editor = {David Atienza Alonso and
Qinru Qiu and
Sherief Reda and
Yiran Chen},
title = {Implementing binary neural networks in memory with approximate accumulation},
booktitle = {{ISLPED} '20: {ACM/IEEE} International Symposium on Low Power Electronics
and Design, Boston, Massachusetts, August 10-12, 2020},
pages = {247--252},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3370748.3406562},
doi = {10.1145/3370748.3406562},
timestamp = {Tue, 05 Jul 2022 15:18:16 +0200},
biburl = {https://dblp.org/rec/conf/islped/GuptaIZWZR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/ImaniPGZKR20,
author = {Mohsen Imani and
Saikishan Pampana and
Saransh Gupta and
Minxuan Zhou and
Yeseong Kim and
Tajana Rosing},
title = {{DUAL:} Acceleration of Clustering Algorithms using Digital-based
Processing In-Memory},
booktitle = {53rd Annual {IEEE/ACM} International Symposium on Microarchitecture,
{MICRO} 2020, Athens, Greece, October 17-21, 2020},
pages = {356--371},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MICRO50266.2020.00039},
doi = {10.1109/MICRO50266.2020.00039},
timestamp = {Tue, 17 Nov 2020 12:25:22 +0100},
biburl = {https://dblp.org/rec/conf/micro/ImaniPGZKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/ImaniGKR20,
author = {Mohsen Imani and
Saransh Gupta and
Yeseong Kim and
Tajana Rosing},
title = {Deep Learning Acceleration using Digital-Based Processing In-Memory},
booktitle = {33rd {IEEE} International System-on-Chip Conference, SoCC 2020, Las
Vegas, NV, USA, September 8-11, 2020},
pages = {123--128},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SOCC49529.2020.9524776},
doi = {10.1109/SOCC49529.2020.9524776},
timestamp = {Tue, 14 Sep 2021 10:14:37 +0200},
biburl = {https://dblp.org/rec/conf/socc/ImaniGKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsi/MorrisHGRYIAR20,
author = {Justin Morris and
Yilun Hao and
Saransh Gupta and
Ranganathan Ramkumar and
Jeffrey Yu and
Mohsen Imani and
Baris Aksanli and
Tajana Rosing},
title = {Multi-label {HD} Classification in 3D Flash},
booktitle = {28th {IFIP/IEEE} International Conference on Very Large Scale Integration,
{VLSI-SOC} 2020, Salt Lake City, UT, USA, October 5-7, 2020},
pages = {10--15},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/VLSI-SOC46417.2020.9344070},
doi = {10.1109/VLSI-SOC46417.2020.9344070},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vlsi/MorrisHGRYIAR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06716,
author = {Behnam Khaleghi and
Mohsen Imani and
Tajana Rosing},
title = {Prive-HD: Privacy-Preserved Hyperdimensional Computing},
journal = {CoRR},
volume = {abs/2005.06716},
year = {2020},
url = {https://arxiv.org/abs/2005.06716},
eprinttype = {arXiv},
eprint = {2005.06716},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-04449,
author = {Rosario Cammarota and
Matthias Schunter and
Anand Rajan and
Fabian Boemer and
{\'{A}}gnes Kiss and
Amos Treiber and
Christian Weinert and
Thomas Schneider and
Emmanuel Stapf and
Ahmad{-}Reza Sadeghi and
Daniel Demmler and
Huili Chen and
Siam Umar Hussain and
M. Sadegh Riazi and
Farinaz Koushanfar and
Saransh Gupta and
Tajana Simunic Rosing and
Kamalika Chaudhuri and
Hamid Nejatollahi and
Nikil D. Dutt and
Mohsen Imani and
Kim Laine and
Anuj Dubey and
Aydin Aysu and
Fateme Sadat Hosseini and
Chengmo Yang and
Eric Wallace and
Pamela Norton},
title = {Trustworthy {AI} Inference Systems: An Industry Research View},
journal = {CoRR},
volume = {abs/2008.04449},
year = {2020},
url = {https://arxiv.org/abs/2008.04449},
eprinttype = {arXiv},
eprint = {2008.04449},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-04449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/NejatollahiGIRC20,
author = {Hamid Nejatollahi and
Saransh Gupta and
Mohsen Imani and
Tajana Simunic Rosing and
Rosario Cammarota and
Nikil D. Dutt},
title = {CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic
Hardware},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {276},
year = {2020},
url = {https://eprint.iacr.org/2020/276},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/NejatollahiGIRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-com/ImaniAW19,
author = {Mohsen Imani and
Mehrdad Amirabadi and
Matthew Wright},
title = {Modified relay selection and circuit selection for faster Tor},
journal = {{IET} Commun.},
volume = {13},
number = {17},
pages = {2723--2734},
year = {2019},
url = {https://doi.org/10.1049/iet-com.2018.5591},
doi = {10.1049/IET-COM.2018.5591},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iet-com/ImaniAW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/ImaniGGR19,
author = {Mohsen Imani and
Ricardo Garcia and
Saransh Gupta and
Tajana Rosing},
title = {Hardware-Software Co-design to Accelerate Neural Network Applications},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {15},
number = {2},
pages = {21:1--21:18},
year = {2019},
url = {https://doi.org/10.1145/3304086},
doi = {10.1145/3304086},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jetc/ImaniGGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/KimIR19,
author = {Yeseong Kim and
Mohsen Imani and
Tajana Simunic Rosing},
title = {Image Recognition Accelerator Design Using In-Memory Processing},
journal = {{IEEE} Micro},
volume = {39},
number = {1},
pages = {17--23},
year = {2019},
url = {https://doi.org/10.1109/MM.2018.2889402},
doi = {10.1109/MM.2018.2889402},
timestamp = {Mon, 25 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/micro/KimIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/GuptaIKR19,
author = {Saransh Gupta and
Mohsen Imani and
Harveen Kaur and
Tajana Simunic Rosing},
title = {{NNPIM:} {A} Processing In-Memory Architecture for Neural Network
Acceleration},
journal = {{IEEE} Trans. Computers},
volume = {68},
number = {9},
pages = {1325--1337},
year = {2019},
url = {https://doi.org/10.1109/TC.2019.2903055},
doi = {10.1109/TC.2019.2903055},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/GuptaIKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/ImaniGSR19,
author = {Mohsen Imani and
Saransh Gupta and
Sahil Sharma and
Tajana Simunic Rosing},
title = {NVQuery: Efficient Query Processing in Nonvolatile Memory},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {38},
number = {4},
pages = {628--639},
year = {2019},
url = {https://doi.org/10.1109/TCAD.2018.2819080},
doi = {10.1109/TCAD.2018.2819080},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/ImaniGSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetc/ImaniPRR19,
author = {Mohsen Imani and
Daniel Peroni and
Abbas Rahimi and
Tajana Simunic Rosing},
title = {Resistive {CAM} Acceleration for Tunable Approximate Computing},
journal = {{IEEE} Trans. Emerg. Top. Comput.},
volume = {7},
number = {2},
pages = {271--280},
year = {2019},
url = {https://doi.org/10.1109/TETC.2016.2642057},
doi = {10.1109/TETC.2016.2642057},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetc/ImaniPRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/ImaniKRMLKR19,
author = {Mohsen Imani and
Yeseong Kim and
M. Sadegh Riazi and
John Messerly and
Patric Liu and
Farinaz Koushanfar and
Tajana Rosing},
editor = {Elisa Bertino and
Carl K. Chang and
Peter Chen and
Ernesto Damiani and
Michael Goul and
Katsunori Oyama},
title = {A Framework for Collaborative Learning in Secure High-Dimensional
Space},
booktitle = {12th {IEEE} International Conference on Cloud Computing, {CLOUD} 2019,
Milan, Italy, July 8-13, 2019},
pages = {435--446},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CLOUD.2019.00076},
doi = {10.1109/CLOUD.2019.00076},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEcloud/ImaniKRMLKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/ImaniSGHR19,
author = {Mohsen Imani and
Sahand Salamat and
Saransh Gupta and
Jiani Huang and
Tajana Rosing},
editor = {Toshiyuki Shibuya},
title = {{FACH:} FPGA-based acceleration of hyperdimensional computing by reducing
computational complexity},
booktitle = {Proceedings of the 24th Asia and South Pacific Design Automation Conference,
{ASPDAC} 2019, Tokyo, Japan, January 21-24, 2019},
pages = {493--498},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287624.3287667},
doi = {10.1145/3287624.3287667},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/ImaniSGHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/ZhouIGKR19,
author = {Minxuan Zhou and
Mohsen Imani and
Saransh Gupta and
Yeseong Kim and
Tajana Rosing},
editor = {Toshiyuki Shibuya},
title = {{GRAM:} graph processing in a ReRAM-based computational memory},
booktitle = {Proceedings of the 24th Asia and South Pacific Design Automation Conference,
{ASPDAC} 2019, Tokyo, Japan, January 21-24, 2019},
pages = {591--596},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287624.3287711},
doi = {10.1145/3287624.3287711},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/ZhouIGKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/PeroniIR19,
author = {Daniel Peroni and
Mohsen Imani and
Tajana Rosing},
editor = {Toshiyuki Shibuya},
title = {ALook: adaptive lookup for {GPGPU} acceleration},
booktitle = {Proceedings of the 24th Asia and South Pacific Design Automation Conference,
{ASPDAC} 2019, Tokyo, Japan, January 21-24, 2019},
pages = {739--746},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287624.3287634},
doi = {10.1145/3287624.3287634},
timestamp = {Sun, 20 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aspdac/PeroniIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biocas/ImaniMBSMR19,
author = {Mohsen Imani and
Justin Morris and
Samuel Bosch and
Helen Shu and
Giovanni De Micheli and
Tajana Rosing},
title = {AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional
Computing},
booktitle = {2019 {IEEE} Biomedical Circuits and Systems Conference, BioCAS 2019,
Nara, Japan, October 17-19, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIOCAS.2019.8918974},
doi = {10.1109/BIOCAS.2019.8918974},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biocas/ImaniMBSMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/PeroniINDR19,
author = {Daniel Peroni and
Mohsen Imani and
Hamid Nejatollahi and
Nikil D. Dutt and
Tajana Rosing},
title = {{ARGA:} Approximate Reuse for {GPGPU} Acceleration},
booktitle = {Proceedings of the 56th Annual Design Automation Conference 2019,
{DAC} 2019, Las Vegas, NV, USA, June 02-06, 2019},
pages = {8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316781.3317776},
doi = {10.1145/3316781.3317776},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/PeroniINDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ImaniMMSDR19,
author = {Mohsen Imani and
Justin Morris and
John Messerly and
Helen Shu and
Yaobang Deng and
Tajana Rosing},
title = {{BRIC:} Locality-based Encoding for Energy-Efficient Brain-Inspired
Hyperdimensional Computing},
booktitle = {Proceedings of the 56th Annual Design Automation Conference 2019,
{DAC} 2019, Las Vegas, NV, USA, June 02-06, 2019},
pages = {52},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316781.3317785},
doi = {10.1145/3316781.3317785},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/ImaniMMSDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ImaniSGHWAR19,
author = {Mohsen Imani and
Alice Sokolova and
Ricardo Garcia and
Andrew Huang and
Fan Wu and
Baris Aksanli and
Tajana Rosing},
title = {ApproxLP: Approximate Multiplication with Linearization and Iterative
Error Control},
booktitle = {Proceedings of the 56th Annual Design Automation Conference 2019,
{DAC} 2019, Las Vegas, NV, USA, June 02-06, 2019},
pages = {159},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316781.3317774},
doi = {10.1145/3316781.3317774},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/ImaniSGHWAR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ZhouIGR19,
author = {Minxuan Zhou and
Mohsen Imani and
Saransh Gupta and
Tajana Rosing},
title = {Thermal-Aware Design and Management for Search-based In-Memory Acceleration},
booktitle = {Proceedings of the 56th Annual Design Automation Conference 2019,
{DAC} 2019, Las Vegas, NV, USA, June 02-06, 2019},
pages = {174},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316781.3317923},
doi = {10.1145/3316781.3317923},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/ZhouIGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ImaniMWPR19,
author = {Mohsen Imani and
John Messerly and
Fan Wu and
Wang Pi and
Tajana Rosing},
editor = {J{\"{u}}rgen Teich and
Franco Fummi},
title = {A Binary Learning Framework for Hyperdimensional Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2019, Florence, Italy, March 25-29, 2019},
pages = {126--131},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/DATE.2019.8714821},
doi = {10.23919/DATE.2019.8714821},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/date/ImaniMWPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ImaniGHR19,
author = {Mohsen Imani and
Ricardo Garcia and
Andrew Huang and
Tajana Rosing},
editor = {J{\"{u}}rgen Teich and
Franco Fummi},
title = {{CADE:} Configurable Approximate Divider for Energy Efficiency},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2019, Florence, Italy, March 25-29, 2019},
pages = {586--589},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/DATE.2019.8715112},
doi = {10.23919/DATE.2019.8715112},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/ImaniGHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ImaniKWGR19,
author = {Mohsen Imani and
Yeseong Kim and
Thomas Worley and
Saransh Gupta and
Tajana Rosing},
editor = {J{\"{u}}rgen Teich and
Franco Fummi},
title = {HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional
Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2019, Florence, Italy, March 25-29, 2019},
pages = {1591--1594},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/DATE.2019.8715147},
doi = {10.23919/DATE.2019.8715147},
timestamp = {Mon, 20 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/ImaniKWGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/ImaniSKSKR19,
author = {Mohsen Imani and
Sahand Salamat and
Behnam Khaleghi and
Mohammad Samragh and
Farinaz Koushanfar and
Tajana Rosing},
title = {SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional
Computing},
booktitle = {27th {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2019, San Diego, CA, USA, April 28 - May
1, 2019},
pages = {190--198},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/FCCM.2019.00034},
doi = {10.1109/FCCM.2019.00034},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fccm/ImaniSKSKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/SalamatIKR19,
author = {Sahand Salamat and
Mohsen Imani and
Behnam Khaleghi and
Tajana Rosing},
editor = {Kia Bazargan and
Stephen Neuendorffer},
title = {{F5-HD:} Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional
Computing},
booktitle = {Proceedings of the 2019 {ACM/SIGDA} International Symposium on Field-Programmable
Gate Arrays, {FPGA} 2019, Seaside, CA, USA, February 24-26, 2019},
pages = {53--62},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289602.3293913},
doi = {10.1145/3289602.3293913},
timestamp = {Tue, 05 Mar 2019 07:04:43 +0100},
biburl = {https://dblp.org/rec/conf/fpga/SalamatIKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/GuptaIR19,
author = {Saransh Gupta and
Mohsen Imani and
Tajana Rosing},
editor = {Houman Homayoun and
Baris Taskin and
Tinoosh Mohsenin and
Weisheng Zhao},
title = {Exploring Processing In-Memory for Different Technologies},
booktitle = {Proceedings of the 2019 on Great Lakes Symposium on VLSI, {GLSVLSI}
2019, Tysons Corner, VA, USA, May 9-11, 2019},
pages = {201--206},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299874.3317977},
doi = {10.1145/3299874.3317977},
timestamp = {Wed, 10 Mar 2021 14:55:38 +0100},
biburl = {https://dblp.org/rec/conf/glvlsi/GuptaIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/SimGIKR19,
author = {Joonseop Sim and
Saransh Gupta and
Mohsen Imani and
Yeseong Kim and
Tajana Rosing},
editor = {Houman Homayoun and
Baris Taskin and
Tinoosh Mohsenin and
Weisheng Zhao},
title = {{UPIM:} Unipolar Switching Logic for High Density Processing-in-Memory
Applications},
booktitle = {Proceedings of the 2019 on Great Lakes Symposium on VLSI, {GLSVLSI}
2019, Tysons Corner, VA, USA, May 9-11, 2019},
pages = {255--258},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299874.3318011},
doi = {10.1145/3299874.3318011},
timestamp = {Thu, 16 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/SimGIKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/ImaniGKZR19,
author = {Mohsen Imani and
Saransh Gupta and
Yeseong Kim and
Minxuan Zhou and
Tajana Rosing},
editor = {Houman Homayoun and
Baris Taskin and
Tinoosh Mohsenin and
Weisheng Zhao},
title = {DigitalPIM: Digital-based Processing In-Memory for Big Data Acceleration},
booktitle = {Proceedings of the 2019 on Great Lakes Symposium on VLSI, {GLSVLSI}
2019, Tysons Corner, VA, USA, May 9-11, 2019},
pages = {429--434},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299874.3319483},
doi = {10.1145/3299874.3319483},
timestamp = {Thu, 16 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/ImaniGKZR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/ImaniBJRWKR19,
author = {Mohsen Imani and
Samuel Bosch and
Mojan Javaheripi and
Bita Darvish Rouhani and
Xinyu Wu and
Farinaz Koushanfar and
Tajana Rosing},
editor = {David Z. Pan},
title = {SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing},
booktitle = {Proceedings of the International Conference on Computer-Aided Design,
{ICCAD} 2019, Westminster, CO, USA, November 4-7, 2019},
pages = {1--8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1109/ICCAD45719.2019.8942165},
doi = {10.1109/ICCAD45719.2019.8942165},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/ImaniBJRWKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/SalamatKIR19,
author = {Sahand Salamat and
Behnam Khaleghi and
Mohsen Imani and
Tajana Rosing},
editor = {David Z. Pan},
title = {Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms},
booktitle = {Proceedings of the International Conference on Computer-Aided Design,
{ICCAD} 2019, Westminster, CO, USA, November 4-7, 2019},
pages = {1--8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1109/ICCAD45719.2019.8942115},
doi = {10.1109/ICCAD45719.2019.8942115},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccad/SalamatKIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/KhaleghiSIR19,
author = {Behnam Khaleghi and
Sahand Salamat and
Mohsen Imani and
Tajana Rosing},
title = {{FPGA} Energy Efficiency by Leveraging Thermal Margin},
booktitle = {37th {IEEE} International Conference on Computer Design, {ICCD} 2019,
Abu Dhabi, United Arab Emirates, November 17-20, 2019},
pages = {376--384},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCD46524.2019.00059},
doi = {10.1109/ICCD46524.2019.00059},
timestamp = {Tue, 18 Feb 2020 15:29:20 +0100},
biburl = {https://dblp.org/rec/conf/iccd/KhaleghiSIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/ImaniGKR19,
author = {Mohsen Imani and
Saransh Gupta and
Yeseong Kim and
Tajana Rosing},
editor = {Srilatha Bobbie Manne and
Hillery C. Hunter and
Erik R. Altman},
title = {FloatPIM: in-memory acceleration of deep neural network training with
high precision},
booktitle = {Proceedings of the 46th International Symposium on Computer Architecture,
{ISCA} 2019, Phoenix, AZ, USA, June 22-26, 2019},
pages = {802--815},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307650.3322237},
doi = {10.1145/3307650.3322237},
timestamp = {Fri, 09 Jul 2021 15:51:20 +0200},
biburl = {https://dblp.org/rec/conf/isca/ImaniGKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/GuptaIKKR19,
author = {Saransh Gupta and
Mohsen Imani and
Behnam Khaleghi and
Venkatesh Kumar and
Tajana Rosing},
title = {{RAPID:} {A} ReRAM Processing in-Memory Architecture for {DNA} Sequence
Alignment},
booktitle = {2019 {IEEE/ACM} International Symposium on Low Power Electronics and
Design, {ISLPED} 2019, Lausanne, Switzerland, July 29-31, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISLPED.2019.8824830},
doi = {10.1109/ISLPED.2019.8824830},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/islped/GuptaIKKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/MorrisIBTSR19,
author = {Justin Morris and
Mohsen Imani and
Samuel Bosch and
Anthony Thomas and
Helen Shu and
Tajana Rosing},
title = {CompHD: Efficient Hyperdimensional Computing Using Model Compression},
booktitle = {2019 {IEEE/ACM} International Symposium on Low Power Electronics and
Design, {ISLPED} 2019, Lausanne, Switzerland, July 29-31, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISLPED.2019.8824908},
doi = {10.1109/ISLPED.2019.8824908},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/islped/MorrisIBTSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/memsys/ImaniGR19,
author = {Mohsen Imani and
Saransh Gupta and
Tajana Rosing},
title = {Digital-based processing in-memory: a highly-parallel accelerator
for data intensive applications},
booktitle = {Proceedings of the International Symposium on Memory Systems, {MEMSYS}
2019, Washington, DC, USA, September 30 - October 03, 2019},
pages = {38--40},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357526.3357551},
doi = {10.1145/3357526.3357551},
timestamp = {Thu, 07 Nov 2019 11:15:09 +0100},
biburl = {https://dblp.org/rec/conf/memsys/ImaniGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/ImaniR19,
author = {Mohsen Imani and
Tajana Simunic Rosing},
editor = {Sherief Reda and
Muhammad Shafique},
title = {Approximate {CPU} and {GPU} Design Using Emerging Memory Technologies},
booktitle = {Approximate Circuits, Methodologies and {CAD}},
pages = {383--398},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-319-99322-5\_19},
doi = {10.1007/978-3-319-99322-5\_19},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/19/ImaniR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06626,
author = {Mohsen Imani and
Mohammad Saidur Rahman and
Nate Mathews and
Aneesh Yogesh Joshi and
Matthew Wright},
title = {Adv-DWF: Defending Against Deep-Learning-Based Website Fingerprinting
Attacks with Adversarial Traces},
journal = {CoRR},
volume = {abs/1902.06626},
year = {2019},
url = {http://arxiv.org/abs/1902.06626},
eprinttype = {arXiv},
eprint = {1902.06626},
timestamp = {Mon, 29 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-06626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06519,
author = {Sahand Salamat and
Behnam Khaleghi and
Mohsen Imani and
Tajana Rosing},
title = {Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms},
journal = {CoRR},
volume = {abs/1908.06519},
year = {2019},
url = {http://arxiv.org/abs/1908.06519},
eprinttype = {arXiv},
eprint = {1908.06519},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07187,
author = {Behnam Khaleghi and
Sahand Salamat and
Mohsen Imani and
Tajana Rosing},
title = {{FPGA} Energy Efficiency by Leveraging Thermal Margin},
journal = {CoRR},
volume = {abs/1911.07187},
year = {2019},
url = {http://arxiv.org/abs/1911.07187},
eprinttype = {arXiv},
eprint = {1911.07187},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12446,
author = {Samuel Bosch and
Alexander Sanchez de la Cerda and
Mohsen Imani and
Tajana Simunic Rosing and
Giovanni De Micheli},
title = {QubitHD: {A} Stochastic Acceleration Method for {HD} Computing-Based
Machine Learning},
journal = {CoRR},
volume = {abs/1911.12446},
year = {2019},
url = {http://arxiv.org/abs/1911.12446},
eprinttype = {arXiv},
eprint = {1911.12446},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esl/ImaniPR18,
author = {Mohsen Imani and
Daniel Peroni and
Tajana Rosing},
title = {Nvalt: Nonvolatile Approximate Lookup Table for {GPU} Acceleration},
journal = {{IEEE} Embed. Syst. Lett.},
volume = {10},
number = {1},
pages = {14--17},
year = {2018},
url = {https://doi.org/10.1109/LES.2017.2746742},
doi = {10.1109/LES.2017.2746742},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esl/ImaniPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/ImaniBW18,
author = {Mohsen Imani and
Armon Barton and
Matthew Wright},
title = {Guard Sets in Tor using {AS} Relationships},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2018},
number = {1},
pages = {145--165},
year = {2018},
url = {https://doi.org/10.1515/popets-2018-0008},
doi = {10.1515/POPETS-2018-0008},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/popets/ImaniBW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetc/ImaniPR18,
author = {Mohsen Imani and
Shruti Patil and
Tajana Simunic Rosing},
title = {Approximate Computing Using Multiple-Access Single-Charge Associative
Memory},
journal = {{IEEE} Trans. Emerg. Top. Comput.},
volume = {6},
number = {3},
pages = {305--316},
year = {2018},
url = {https://doi.org/10.1109/TETC.2016.2565262},
doi = {10.1109/TETC.2016.2565262},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetc/ImaniPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmscs/ImaniRMR18,
author = {Mohsen Imani and
Abbas Rahimi and
Pietro Mercati and
Tajana Simunic Rosing},
title = {Multi-Stage Tunable Approximate Search in Resistive Associative Memory},
journal = {{IEEE} Trans. Multi Scale Comput. Syst.},
volume = {4},
number = {1},
pages = {17--29},
year = {2018},
url = {https://doi.org/10.1109/TMSCS.2017.2665462},
doi = {10.1109/TMSCS.2017.2665462},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmscs/ImaniRMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/ImaniMPWR18,
author = {Mohsen Imani and
Max Masich and
Daniel Peroni and
Pushen Wang and
Tajana Rosing},
editor = {Youngsoo Shin},
title = {{CANNA:} Neural network acceleration using configurable approximation
on {GPGPU}},
booktitle = {23rd Asia and South Pacific Design Automation Conference, {ASP-DAC}
2018, Jeju, Korea (South), January 22-25, 2018},
pages = {682--689},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ASPDAC.2018.8297401},
doi = {10.1109/ASPDAC.2018.8297401},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/ImaniMPWR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/ImaniNRR18,
author = {Mohsen Imani and
Tarek Nassar and
Abbas Rahimi and
Tajana Rosing},
title = {{HDNA:} Energy-efficient {DNA} sequencing using hyperdimensional computing},
booktitle = {2018 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2018, Las Vegas, NV, USA, March 4-7, 2018},
pages = {271--274},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BHI.2018.8333421},
doi = {10.1109/BHI.2018.8333421},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bhi/ImaniNRR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SirinamIJW18,
author = {Payap Sirinam and
Mohsen Imani and
Marc Juarez and
Matthew Wright},
editor = {David Lie and
Mohammad Mannan and
Michael Backes and
XiaoFeng Wang},
title = {Deep Fingerprinting: Undermining Website Fingerprinting Defenses with
Deep Learning},
booktitle = {Proceedings of the 2018 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2018, Toronto, ON, Canada, October
15-19, 2018},
pages = {1928--1943},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3243734.3243768},
doi = {10.1145/3243734.3243768},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/SirinamIJW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ImaniR018,
author = {Mohsen Imani and
Mohammad Saidur Rahman and
Matthew Wright},
editor = {David Lie and
Mohammad Mannan and
Michael Backes and
XiaoFeng Wang},
title = {Adversarial Traces for Website Fingerprinting Defense},
booktitle = {Proceedings of the 2018 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2018, Toronto, ON, Canada, October
15-19, 2018},
pages = {2225--2227},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3243734.3278493},
doi = {10.1145/3243734.3278493},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ImaniR018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ImaniHKR18,
author = {Mohsen Imani and
Chenyu Huang and
Deqian Kong and
Tajana Rosing},
title = {Hierarchical hyperdimensional computing for energy efficient classification},
booktitle = {Proceedings of the 55th Annual Design Automation Conference, {DAC}
2018, San Francisco, CA, USA, June 24-29, 2018},
pages = {108:1--108:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3195970.3196060},
doi = {10.1145/3195970.3196060},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/dac/ImaniHKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ImaniGR18,
author = {Mohsen Imani and
Saransh Gupta and
Tajana Rosing},
editor = {Jan Madsen and
Ayse K. Coskun},
title = {GenPIM: Generalized processing in-memory to accelerate data intensive
applications},
booktitle = {2018 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2018, Dresden, Germany, March 19-23, 2018},
pages = {1155--1158},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/DATE.2018.8342186},
doi = {10.23919/DATE.2018.8342186},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/date/ImaniGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/GuptaIR18,
author = {Saransh Gupta and
Mohsen Imani and
Tajana Rosing},
editor = {Iris Bahar},
title = {{FELIX:} fast and energy-efficient logic in memory},
booktitle = {Proceedings of the International Conference on Computer-Aided Design,
{ICCAD} 2018, San Diego, CA, USA, November 05-08, 2018},
pages = {55},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240765.3240811},
doi = {10.1145/3240765.3240811},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/iccad/GuptaIR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrc/SalamatIGR18,
author = {Sahand Salamat and
Mohsen Imani and
Saransh Gupta and
Tajana Rosing},
title = {RNSnet: In-Memory Neural Network Acceleration Using Residue Number
System},
booktitle = {2018 {IEEE} International Conference on Rebooting Computing, {ICRC}
2018, McLean, VA, USA, November 7-9, 2018},
pages = {1--12},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICRC.2018.8638592},
doi = {10.1109/ICRC.2018.8638592},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icrc/SalamatIGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iot/KimIR18,
author = {Yeseong Kim and
Mohsen Imani and
Tajana Simunic Rosing},
editor = {Krzysztof Janowicz and
Werner Kuhn and
Federica Cena and
Armin Haller and
Kyriakos G. Vamvoudakis},
title = {Efficient human activity recognition using hyperdimensional computing},
booktitle = {Proceedings of the 8th International Conference on the Internet of
Things, {IOT} 2018, Santa Barbara, CA, USA, October 15-18, 2018},
pages = {38:1--38:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3277593.3277617},
doi = {10.1145/3277593.3277617},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iot/KimIR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/ImaniGGR18,
author = {Mohsen Imani and
Ricardo Garcia and
Saransh Gupta and
Tajana Rosing},
title = {{RMAC:} Runtime Configurable Floating Point Multiplier for Approximate
Computing},
booktitle = {Proceedings of the International Symposium on Low Power Electronics
and Design, {ISLPED} 2018, Seattle, WA, USA, July 23-25, 2018},
pages = {12:1--12:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3218603.3218621},
doi = {10.1145/3218603.3218621},
timestamp = {Fri, 30 Nov 2018 02:24:56 +0100},
biburl = {https://dblp.org/rec/conf/islped/ImaniGGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/ZhouIGR18,
author = {Minxuan Zhou and
Mohsen Imani and
Saransh Gupta and
Tajana Rosing},
title = {{GAS:} {A} Heterogeneous Memory Architecture for Graph Processing},
booktitle = {Proceedings of the International Symposium on Low Power Electronics
and Design, {ISLPED} 2018, Seattle, WA, USA, July 23-25, 2018},
pages = {27:1--27:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3218603.3218631},
doi = {10.1145/3218603.3218631},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/islped/ZhouIGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/ImaniPR18,
author = {Mohsen Imani and
Daniel Peroni and
Tajana Rosing},
title = {Program acceleration using nearest distance associative search},
booktitle = {19th International Symposium on Quality Electronic Design, {ISQED}
2018, Santa Clara, CA, USA, March 13-14, 2018},
pages = {43--48},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISQED.2018.8357263},
doi = {10.1109/ISQED.2018.8357263},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/isqed/ImaniPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/SimICKR18,
author = {Joonseop Sim and
Mohsen Imani and
Woojin Choi and
Yeseong Kim and
Tajana Rosing},
title = {{LUPIS:} Latch-up based ultra efficient processing in-memory system},
booktitle = {19th International Symposium on Quality Electronic Design, {ISQED}
2018, Santa Clara, CA, USA, March 13-14, 2018},
pages = {55--60},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISQED.2018.8357265},
doi = {10.1109/ISQED.2018.8357265},
timestamp = {Tue, 15 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/SimICKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/ImaniWR18,
author = {Mohsen Imani and
Pushen Wang and
Tajana Rosing},
title = {Deep neural network acceleration framework under hardware uncertainty},
booktitle = {19th International Symposium on Quality Electronic Design, {ISQED}
2018, Santa Clara, CA, USA, March 13-14, 2018},
pages = {389--394},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISQED.2018.8357318},
doi = {10.1109/ISQED.2018.8357318},
timestamp = {Tue, 15 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/ImaniWR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/BartonWMI18,
author = {Armon Barton and
Matthew Wright and
Jiang Ming and
Mohsen Imani},
editor = {William Enck and
Adrienne Porter Felt},
title = {Towards Predicting Efficient and Anonymous Tor Circuits},
booktitle = {27th {USENIX} Security Symposium, {USENIX} Security 2018, Baltimore,
MD, USA, August 15-17, 2018},
pages = {429--444},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/usenixsecurity18/presentation/barton},
timestamp = {Mon, 01 Feb 2021 08:43:20 +0100},
biburl = {https://dblp.org/rec/conf/uss/BartonWMI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-02265,
author = {Payap Sirinam and
Mohsen Imani and
Marc Juarez and
Matthew Wright},
title = {Deep Fingerprinting: Undermining Website Fingerprinting Defenses with
Deep Learning},
journal = {CoRR},
volume = {abs/1801.02265},
year = {2018},
url = {http://arxiv.org/abs/1801.02265},
eprinttype = {arXiv},
eprint = {1801.02265},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-02265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01977,
author = {Armon Barton and
Mohsen Imani and
Jiang Ming and
Matthew Wright},
title = {Towards Predicting Efficient and Anonymous Tor Circuits},
journal = {CoRR},
volume = {abs/1805.01977},
year = {2018},
url = {http://arxiv.org/abs/1805.01977},
eprinttype = {arXiv},
eprint = {1805.01977},
timestamp = {Tue, 20 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05794,
author = {Mohsen Imani and
Mohammad Samragh and
Yeseong Kim and
Saransh Gupta and
Farinaz Koushanfar and
Tajana Rosing},
title = {{RAPIDNN:} In-Memory Deep Neural Network Acceleration Framework},
journal = {CoRR},
volume = {abs/1806.05794},
year = {2018},
url = {http://arxiv.org/abs/1806.05794},
eprinttype = {arXiv},
eprint = {1806.05794},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/ImaniHRRR17,
author = {Mohsen Imani and
John Hwang and
Tajana Rosing and
Abbas Rahimi and
Jan M. Rabaey},
title = {Low-Power Sparse Hyperdimensional Encoder for Language Recognition},
journal = {{IEEE} Des. Test},
volume = {34},
number = {6},
pages = {94--101},
year = {2017},
url = {https://doi.org/10.1109/MDAT.2017.2740839},
doi = {10.1109/MDAT.2017.2740839},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dt/ImaniHRRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/ImaniKR17,
author = {Mohsen Imani and
Yeseong Kim and
Tajana Rosing},
title = {{MPIM:} Multi-purpose in-memory processing using configurable resistive
memory},
booktitle = {22nd Asia and South Pacific Design Automation Conference, {ASP-DAC}
2017, Chiba, Japan, January 16-19, 2017},
pages = {757--763},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ASPDAC.2017.7858415},
doi = {10.1109/ASPDAC.2017.7858415},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/ImaniKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ImaniGR17,
author = {Mohsen Imani and
Saransh Gupta and
Tajana Rosing},
title = {Ultra-Efficient Processing In-Memory for Data Intensive Applications},
booktitle = {Proceedings of the 54th Annual Design Automation Conference, {DAC}
2017, Austin, TX, USA, June 18-22, 2017},
pages = {6:1--6:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3061639.3062337},
doi = {10.1145/3061639.3062337},
timestamp = {Tue, 06 Nov 2018 16:58:15 +0100},
biburl = {https://dblp.org/rec/conf/dac/ImaniGR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ImaniPR17,
author = {Mohsen Imani and
Daniel Peroni and
Tajana Rosing},
title = {{CFPU:} Configurable Floating Point Multiplier for Energy-Efficient
Computing},
booktitle = {Proceedings of the 54th Annual Design Automation Conference, {DAC}
2017, Austin, TX, USA, June 18-22, 2017},
pages = {76:1--76:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3061639.3062210},
doi = {10.1145/3061639.3062210},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/ImaniPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ImaniPKRR17,
author = {Mohsen Imani and
Daniel Peroni and
Yeseong Kim and
Abbas Rahimi and
Tajana Rosing},
editor = {David Atienza and
Giorgio Di Natale},
title = {Efficient neural network acceleration on {GPGPU} using content addressable
memory},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2017, Lausanne, Switzerland, March 27-31, 2017},
pages = {1026--1031},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/DATE.2017.7927141},
doi = {10.23919/DATE.2017.7927141},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/date/ImaniPKRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/RazlighiIKR17,
author = {Mohammad Samragh Razlighi and
Mohsen Imani and
Farinaz Koushanfar and
Tajana Rosing},
editor = {David Atienza and
Giorgio Di Natale},
title = {LookNN: Neural network with no multiplication},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2017, Lausanne, Switzerland, March 27-31, 2017},
pages = {1775--1780},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/DATE.2017.7927280},
doi = {10.23919/DATE.2017.7927280},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/RazlighiIKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/ImaniRKRR17,
author = {Mohsen Imani and
Abbas Rahimi and
Deqian Kong and
Tajana Rosing and
Jan M. Rabaey},
title = {Exploring Hyperdimensional Associative Memory},
booktitle = {2017 {IEEE} International Symposium on High Performance Computer Architecture,
{HPCA} 2017, Austin, TX, USA, February 4-8, 2017},
pages = {445--456},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/HPCA.2017.28},
doi = {10.1109/HPCA.2017.28},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpca/ImaniRKRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/KimIR17,
author = {Yeseong Kim and
Mohsen Imani and
Tajana Rosing},
editor = {Sri Parameswaran},
title = {{ORCHARD:} Visual object recognition accelerator based on approximate
in-memory processing},
booktitle = {2017 {IEEE/ACM} International Conference on Computer-Aided Design,
{ICCAD} 2017, Irvine, CA, USA, November 13-16, 2017},
pages = {25--32},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICCAD.2017.8203756},
doi = {10.1109/ICCAD.2017.8203756},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iccad/KimIR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrc/ImaniKR17,
author = {Mohsen Imani and
Yeseong Kim and
Tajana Rosing},
title = {NNgine: Ultra-Efficient Nearest Neighbor Accelerator Based on In-Memory
Computing},
booktitle = {{IEEE} International Conference on Rebooting Computing, {ICRC} 2017,
Washington, DC, USA, November 8-9, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICRC.2017.8123666},
doi = {10.1109/ICRC.2017.8123666},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icrc/ImaniKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrc/ImaniKRR17,
author = {Mohsen Imani and
Deqian Kong and
Abbas Rahimi and
Tajana Rosing},
title = {VoiceHD: Hyperdimensional Computing for Efficient Speech Recognition},
booktitle = {{IEEE} International Conference on Rebooting Computing, {ICRC} 2017,
Washington, DC, USA, November 8-9, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICRC.2017.8123650},
doi = {10.1109/ICRC.2017.8123650},
timestamp = {Tue, 09 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icrc/ImaniKRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/ImaniGAR17,
author = {Mohsen Imani and
Saransh Gupta and
Atl Arredondo and
Tajana Rosing},
title = {Efficient query processing in crossbar memory},
booktitle = {2017 {IEEE/ACM} International Symposium on Low Power Electronics and
Design, {ISLPED} 2017, Taipei, Taiwan, July 24-26, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISLPED.2017.8009204},
doi = {10.1109/ISLPED.2017.8009204},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/islped/ImaniGAR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/ImaniR17,
author = {Mohsen Imani and
Tajana Rosing},
title = {{CAP:} Configurable resistive associative processor for near-data
computing},
booktitle = {18th International Symposium on Quality Electronic Design, {ISQED}
2017, Santa Clara, CA, USA, March 14-15, 2017},
pages = {346--352},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISQED.2017.7918340},
doi = {10.1109/ISQED.2017.7918340},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/isqed/ImaniR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsi/SimIKR17,
author = {Joonseop Sim and
Mohsen Imani and
Yeseong Kim and
Tajana Rosing},
title = {Enabling efficient system design using vertical nanowire transistor
current mode logic},
booktitle = {2017 {IFIP/IEEE} International Conference on Very Large Scale Integration,
VLSI-SoC 2017, Abu Dhabi, United Arab Emirates, October 23-25, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/VLSI-SoC.2017.8203486},
doi = {10.1109/VLSI-SOC.2017.8203486},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/vlsi/SimIKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ImaniBW17,
author = {Mohsen Imani and
Armon Barton and
Matthew Wright},
title = {Forming Guard Sets using {AS} Relationships},
journal = {CoRR},
volume = {abs/1706.05592},
year = {2017},
url = {http://arxiv.org/abs/1706.05592},
eprinttype = {arXiv},
eprint = {1706.05592},
timestamp = {Tue, 20 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ImaniBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ImaniAW17,
author = {Mohsen Imani and
Mehrdad Amirabadi and
Matthew Wright},
title = {The Evaluation of Circuit Selection Methods on Tor},
journal = {CoRR},
volume = {abs/1706.06457},
year = {2017},
url = {http://arxiv.org/abs/1706.06457},
eprinttype = {arXiv},
eprint = {1706.06457},
timestamp = {Tue, 20 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ImaniAW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ImaniPR16,
author = {Mohsen Imani and
Shruti Patil and
Tajana Simunic Rosing},
editor = {Luca Fanucci and
J{\"{u}}rgen Teich},
title = {{MASC:} Ultra-low energy multiple-access single-charge {TCAM} for
approximate computing},
booktitle = {2016 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2016, Dresden, Germany, March 14-18, 2016},
pages = {373--378},
publisher = {{IEEE}},
year = {2016},
url = {https://ieeexplore.ieee.org/document/7459339/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/ImaniPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ImaniRR16,
author = {Mohsen Imani and
Abbas Rahimi and
Tajana Simunic Rosing},
editor = {Luca Fanucci and
J{\"{u}}rgen Teich},
title = {Resistive configurable associative memory for approximate computing},
booktitle = {2016 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2016, Dresden, Germany, March 14-18, 2016},
pages = {1327--1332},
publisher = {{IEEE}},
year = {2016},
url = {https://ieeexplore.ieee.org/document/7459515/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/ImaniRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/JuarezIPDW16,
author = {Marc Juarez and
Mohsen Imani and
Mike Perry and
Claudia D{\'{\i}}az and
Matthew Wright},
editor = {Ioannis G. Askoxylakis and
Sotiris Ioannidis and
Sokratis K. Katsikas and
Catherine Meadows},
title = {Toward an Efficient Website Fingerprinting Defense},
booktitle = {Computer Security - {ESORICS} 2016 - 21st European Symposium on Research
in Computer Security, Heraklion, Greece, September 26-30, 2016, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9878},
pages = {27--46},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45744-4\_2},
doi = {10.1007/978-3-319-45744-4\_2},
timestamp = {Tue, 19 Sep 2023 14:44:32 +0200},
biburl = {https://dblp.org/rec/conf/esorics/JuarezIPDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/ImaniPR16,
author = {Mohsen Imani and
Shruti Patil and
Tajana Simunic Rosing},
editor = {Ayse K. Coskun and
Martin Margala and
Laleh Behjat and
Jie Han},
title = {{DCC:} Double Capacity Cache Architecture for Narrow-Width Values},
booktitle = {Proceedings of the 26th edition on Great Lakes Symposium on VLSI,
{GLVLSI} 2016, Boston, MA, USA, May 18-20, 2016},
pages = {113--116},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2902961.2902990},
doi = {10.1145/2902961.2902990},
timestamp = {Wed, 10 Mar 2021 14:55:38 +0100},
biburl = {https://dblp.org/rec/conf/glvlsi/ImaniPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/MercatiPBIBR16,
author = {Pietro Mercati and
Francesco Paterna and
Andrea Bartolini and
Mohsen Imani and
Luca Benini and
Tajana Simunic Rosing},
editor = {Ayse K. Coskun and
Martin Margala and
Laleh Behjat and
Jie Han},
title = {VarDroid: Online Variability Emulation in Android/Linux Platforms},
booktitle = {Proceedings of the 26th edition on Great Lakes Symposium on VLSI,
{GLVLSI} 2016, Boston, MA, USA, May 18-20, 2016},
pages = {269--274},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2902961.2902971},
doi = {10.1145/2902961.2902971},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/glvlsi/MercatiPBIBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/ImaniKRR16,
author = {Mohsen Imani and
Yeseong Kim and
Abbas Rahimi and
Tajana Rosing},
title = {{ACAM:} Approximate Computing Based on Adaptive Associative Memory
with Online Learning},
booktitle = {Proceedings of the 2016 International Symposium on Low Power Electronics
and Design, {ISLPED} 2016, San Francisco Airport, CA, USA, August
08 - 10, 2016},
pages = {162--167},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2934583.2934595},
doi = {10.1145/2934583.2934595},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/islped/ImaniKRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/ImaniPR16,
author = {Mohsen Imani and
Shruti Patil and
Tajana Simunic Rosing},
title = {Low power data-aware {STT-RAM} based hybrid cache architecture},
booktitle = {17th International Symposium on Quality Electronic Design, {ISQED}
2016, Santa Clara, CA, USA, March 15-16, 2016},
pages = {88--94},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISQED.2016.7479181},
doi = {10.1109/ISQED.2016.7479181},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/ImaniPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/ImaniMR16,
author = {Mohsen Imani and
Pietro Mercati and
Tajana Rosing},
title = {ReMAM: Low energy Resistive Multi-stage Associative Memory for energy
efficient computing},
booktitle = {17th International Symposium on Quality Electronic Design, {ISQED}
2016, Santa Clara, CA, USA, March 15-16, 2016},
pages = {101--106},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISQED.2016.7479183},
doi = {10.1109/ISQED.2016.7479183},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isqed/ImaniMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/memsys/ImaniCR16,
author = {Mohsen Imani and
Yan Cheng and
Tajana Rosing},
editor = {Bruce L. Jacob},
title = {Processing Acceleration with Resistive Memory-based Computation},
booktitle = {Proceedings of the Second International Symposium on Memory Systems,
{MEMSYS} 2016, Alexandria, VA, USA, October 3-6, 2016},
pages = {208--210},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2989081.2989086},
doi = {10.1145/2989081.2989086},
timestamp = {Fri, 13 Nov 2020 09:24:44 +0100},
biburl = {https://dblp.org/rec/conf/memsys/ImaniCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nvmsa/ImaniRKR16,
author = {Mohsen Imani and
Abbas Rahimi and
Yeseong Kim and
Tajana Rosing},
title = {A low-power hybrid magnetic cache architecture exploiting narrow-width
values},
booktitle = {5th Non-Volatile Memory Systems and Applications Symposium, {NVMSA}
2016, Daegu, South Korea, August 17-19, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/NVMSA.2016.7547174},
doi = {10.1109/NVMSA.2016.7547174},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nvmsa/ImaniRKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ImaniAW16,
author = {Mohsen Imani and
Mehrdad Amirabadi and
Matthew Wright},
title = {Modified Relay Selection and Circuit Selection for Faster Tor},
journal = {CoRR},
volume = {abs/1608.07343},
year = {2016},
url = {http://arxiv.org/abs/1608.07343},
eprinttype = {arXiv},
eprint = {1608.07343},
timestamp = {Tue, 20 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ImaniAW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/KimIPR15,
author = {Yeseong Kim and
Mohsen Imani and
Shruti Patil and
Tajana Simunic Rosing},
editor = {Diana Marculescu and
Frank Liu},
title = {{CAUSE:} Critical Application Usage-Aware Memory System using Non-volatile
Memory for Mobile Devices},
booktitle = {Proceedings of the {IEEE/ACM} International Conference on Computer-Aided
Design, {ICCAD} 2015, Austin, TX, USA, November 2-6, 2015},
pages = {690--696},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICCAD.2015.7372637},
doi = {10.1109/ICCAD.2015.7372637},
timestamp = {Mon, 26 Jun 2023 16:43:56 +0200},
biburl = {https://dblp.org/rec/conf/iccad/KimIPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/ImaniPR15,
author = {Mohsen Imani and
Shruti Patil and
Tajana Simunic Rosing},
title = {Hierarchical design of robust and low data dependent FinFET based
{SRAM} array},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Symposium on Nanoscale
Architectures, {NANOARCH} 2015, Boston, MA, USA, July 8-10, 2015},
pages = {63--68},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/NANOARCH.2015.7180588},
doi = {10.1109/NANOARCH.2015.7180588},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nanoarch/ImaniPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JuarezIPDW15,
author = {Marc Juarez and
Mohsen Imani and
Mike Perry and
Claudia D{\'{\i}}az and
Matthew Wright},
title = {{WTF-PAD:} Toward an Efficient Website Fingerprinting Defense for
Tor},
journal = {CoRR},
volume = {abs/1512.00524},
year = {2015},
url = {http://arxiv.org/abs/1512.00524},
eprinttype = {arXiv},
eprint = {1512.00524},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JuarezIPDW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dtis/JafariIAFS13,
author = {Mohsen Jafari and
Mohsen Imani and
Mohammad Ansari and
Morteza Fathipour and
Nader Sehatbakhsh},
title = {Design of an ultra-low power 32-bit adder operating at subthreshold
voltages in 45-nm FinFET},
booktitle = {Proceedings of the 8th International Conference on Design {\&}
Technology of Integrated Systems in Nanoscale Era, {DTIS} 2013, 26-28
March, 2013, Abu Dhabi, {UAE}},
pages = {167--168},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/DTIS.2013.6527799},
doi = {10.1109/DTIS.2013.6527799},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/dtis/JafariIAFS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dtis/JafariIFS13,
author = {Mohsen Jafari and
Mohsen Imani and
Morteza Fathipour and
Nader Sehatbakhsh},
title = {Bottom-up design of a high performance ultra-low power {DFT} utilizing
multiple-VDD, multiple-Vth and gate sizing},
booktitle = {Proceedings of the 8th International Conference on Design {\&}
Technology of Integrated Systems in Nanoscale Era, {DTIS} 2013, 26-28
March, 2013, Abu Dhabi, {UAE}},
pages = {178--179},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/DTIS.2013.6527804},
doi = {10.1109/DTIS.2013.6527804},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dtis/JafariIFS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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