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ORCIDBibTeX records: Ao Ren
@article{DBLP:journals/corr/abs-2401-05879,
author = {Jing Yu and
Yujuan Tan and
Ao Ren and
Duo Liu},
title = {{YOIO:} You Only Iterate Once by mining and fusing multiple necessary
global information in the optical flow estimation},
journal = {CoRR},
volume = {abs/2401.05879},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05879},
doi = {10.48550/ARXIV.2401.05879},
eprinttype = {arXiv},
eprint = {2401.05879},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00211,
author = {Jing Yu and
Yujuan Tan and
Ao Ren and
Duo Liu},
title = {Trustworthy Self-Attention: Enabling the Network to Focus Only on
the Most Relevant References},
journal = {CoRR},
volume = {abs/2403.00211},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00211},
doi = {10.48550/ARXIV.2403.00211},
eprinttype = {arXiv},
eprint = {2403.00211},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ZhangLDLCRTW23,
author = {Yu Zhang and
Duo Liu and
Moming Duan and
Li Li and
Xianzhang Chen and
Ao Ren and
Yujuan Tan and
Chengliang Wang},
title = {FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered
Federated Learning Framework},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {3},
pages = {1007--1019},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3237752},
doi = {10.1109/TPDS.2023.3237752},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/ZhangLDLCRTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdcloud/ZhangWPRH23,
author = {Xun Zhang and
Chengliang Wang and
Xingquan Piao and
Ao Ren and
Zhetong Huang},
title = {{SCRA:} Systolic-Friendly {DNN} Compression and Reconfigurable Accelerator
Co-Design},
booktitle = {{IEEE} Intl Conf on Parallel {\&} Distributed Processing with
Applications, Big Data {\&} Cloud Computing, Sustainable Computing
{\&} Communications, Social Computing {\&} Networking, ISPA/BDCloud/SocialCom/SustainCom,
2023, Wuhan, China, December 21-24, 2023},
pages = {500--507},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom59178.2023.00097},
doi = {10.1109/ISPA-BDCLOUD-SOCIALCOM-SUSTAINCOM59178.2023.00097},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdcloud/ZhangWPRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ChenLRYL23,
author = {Yi Chen and
Ning Liu and
Ao Ren and
Tao Yang and
Duo Liu},
title = {{IFHE:} Intermediate-Feature Heterogeneity Enhancement for Image Synthesis
in Data-Free Knowledge Distillation},
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/DAC56929.2023.10247717},
doi = {10.1109/DAC56929.2023.10247717},
timestamp = {Sun, 24 Sep 2023 13:31:06 +0200},
biburl = {https://dblp.org/rec/conf/dac/ChenLRYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/LiCLWLTR23,
author = {Lin Li and
Xianzhang Chen and
Jiali Li and
Jiapin Wang and
Duo Liu and
Yujuan Tan and
Ao Ren},
title = {Optimizing the Performance of {NDP} Operations by Retrieving File
Semantics in Storage},
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/DAC56929.2023.10247986},
doi = {10.1109/DAC56929.2023.10247986},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/LiCLWLTR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/RenWZSLCTX23,
author = {Ao Ren and
Yuhao Wang and
Tao Zhang and
Jiaxing Shi and
Duo Liu and
Xianzhang Chen and
Yujuan Tan and
Yuan Xie},
title = {{HBP:} Hierarchically Balanced Pruning and Accelerator Co-Design for
Efficient {DNN} Inference},
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/DAC56929.2023.10247785},
doi = {10.1109/DAC56929.2023.10247785},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/RenWZSLCTX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/LiCLLTR23,
author = {Guo Li and
Xianzhang Chen and
Duo Liu and
Jiali Li and
Yujuan Tan and
Ao Ren},
editor = {Zahir Tari and
Keqiu Li and
Hongyi Wu},
title = {An Efficient Scheduling Algorithm for Multi-mode Tasks on Near-Data
Processing SSDs},
booktitle = {Algorithms and Architectures for Parallel Processing - 23rd International
Conference, {ICA3PP} 2023, Tianjin, China, October 20-22, 2023, Proceedings,
Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14493},
pages = {1--16},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-97-0862-8\_1},
doi = {10.1007/978-981-97-0862-8\_1},
timestamp = {Mon, 11 Mar 2024 15:20:47 +0100},
biburl = {https://dblp.org/rec/conf/ica3pp/LiCLLTR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/ZhangRCLTL23,
author = {Yuling Zhang and
Ao Ren and
Xianzhang Chen and
Qiu Lin and
Yujuan Tan and
Duo Liu},
title = {Re-compact: Structured Pruning and SpMM Kernel Co-design for Accelerating
DNNs on GPUs},
booktitle = {41st {IEEE} International Conference on Computer Design, {ICCD} 2023,
Washington, DC, USA, November 6-8, 2023},
pages = {399--406},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCD58817.2023.00066},
doi = {10.1109/ICCD58817.2023.00066},
timestamp = {Tue, 09 Jan 2024 15:43:43 +0100},
biburl = {https://dblp.org/rec/conf/iccd/ZhangRCLTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/FanWLCLTR23,
author = {Xuehong Fan and
Nanzhong Wu and
Shukan Liu and
Xianzhang Chen and
Duo Liu and
Yujuan Tan and
Ao Ren},
title = {Data-Quality-Driven Federated Learning for Optimizing Communication
Costs},
booktitle = {29th {IEEE} International Conference on Parallel and Distributed Systems,
{ICPADS} 2023, Ocean Flower Island, China, December 17-21, 2023},
pages = {1484--1491},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICPADS60453.2023.00210},
doi = {10.1109/ICPADS60453.2023.00210},
timestamp = {Sun, 14 Apr 2024 20:48:59 +0200},
biburl = {https://dblp.org/rec/conf/icpads/FanWLCLTR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/LiCLRZT23,
author = {Jiali Li and
Xianzhang Chen and
Duo Liu and
Ao Ren and
Zhaoyang Zeng and
Yujuan Tan},
title = {RadarSSD: {A} Computational Storage for Radar Signal Processing},
booktitle = {Proceedings of the 52nd International Conference on Parallel Processing,
{ICPP} 2023, Salt Lake City, UT, USA, August 7-10, 2023},
pages = {244--253},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605573.3605628},
doi = {10.1145/3605573.3605628},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpp/LiCLRZT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nvmsa/LeiCLSTR23,
author = {Ruiqing Lei and
Xianzhang Chen and
Duo Liu and
Chunlin Song and
Yujuan Tan and
Ao Ren},
title = {Optimizing the Incremental Update Mechanism by Inlaying File Indexes
on Flash Storage},
booktitle = {12th Non-Volatile Memory Systems and Applications Symposium, {NVMSA}
2023, Niigata, Japan, August 30 - Sept. 1, 2023},
pages = {56--61},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/NVMSA58981.2023.00014},
doi = {10.1109/NVMSA58981.2023.00014},
timestamp = {Tue, 03 Oct 2023 19:13:28 +0200},
biburl = {https://dblp.org/rec/conf/nvmsa/LeiCLSTR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiLDZRCTW22,
author = {Li Li and
Duo Liu and
Moming Duan and
Yu Zhang and
Ao Ren and
Xianzhang Chen and
Yujuan Tan and
Chengliang Wang},
title = {Federated learning with workload-aware client scheduling in heterogeneous
systems},
journal = {Neural Networks},
volume = {154},
pages = {560--573},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.07.030},
doi = {10.1016/J.NEUNET.2022.07.030},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LiLDZRCTW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/ZhengCLFWRWT22,
author = {Rongwei Zheng and
Xianzhang Chen and
Duo Liu and
Junjie Feng and
Jiapin Wang and
Ao Ren and
Chengliang Wang and
Yujuan Tan},
title = {SENTunnel: Fast Path for Sensor Data Access on Automotive Embedded
Systems},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {41},
number = {11},
pages = {3697--3708},
year = {2022},
url = {https://doi.org/10.1109/TCAD.2022.3197494},
doi = {10.1109/TCAD.2022.3197494},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcad/ZhengCLFWRWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/DingWLZCTLR22,
author = {Xiaofeng Ding and
Chengliang Wang and
Heping Liu and
Zhihai Zhang and
Xianzhang Chen and
Yujuan Tan and
Duo Liu and
Ao Ren},
title = {{FRL:} Fast and Reconfigurable Accelerator for Distributed Sound Source
Localization},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {41},
number = {11},
pages = {3922--3933},
year = {2022},
url = {https://doi.org/10.1109/TCAD.2022.3197537},
doi = {10.1109/TCAD.2022.3197537},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcad/DingWLZCTLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/DuanLJWLCTR22,
author = {Moming Duan and
Duo Liu and
Xinyuan Ji and
Yu Wu and
Liang Liang and
Xianzhang Chen and
Yujuan Tan and
Ao Ren},
title = {Flexible Clustered Federated Learning for Client-Level Data Distribution
Shift},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2661--2674},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3134263},
doi = {10.1109/TPDS.2021.3134263},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/DuanLJWLCTR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/XuCWWZLTRL22,
author = {Tianyu Xu and
Xianzhang Chen and
Changze Wu and
Jiapin Wang and
Rongwei Zheng and
Duo Liu and
Yujuan Tan and
Ao Ren and
Jian Li},
title = {3DS: An Efficient DPDK-based Data Distribution Service for Distributed
Real-time Applications},
booktitle = {24th {IEEE} Int Conf on High Performance Computing {\&} Communications;
8th Int Conf on Data Science {\&} Systems; 20th Int Conf on Smart
City; 8th Int Conf on Dependability in Sensor, Cloud {\&} Big
Data Systems {\&} Application, HPCC/DSS/SmartCity/DependSys 2022,
Hainan, China, December 18-20, 2022},
pages = {1283--1290},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00201},
doi = {10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS57074.2022.00201},
timestamp = {Thu, 06 Apr 2023 11:34:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/XuCWWZLTRL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/LiRTLHWCL22,
author = {Xin Li and
Ao Ren and
Yujuan Tan and
Xusheng Li and
Zhetong Huang and
Chengliang Wang and
Xianzhang Chen and
Duo Liu},
title = {{VEA:} An FPGA-Based Voxel Encoding Accelerator for 3D Object Detection
with LiDAR},
booktitle = {{IEEE} 40th International Conference on Computer Design, {ICCD} 2022,
Olympic Valley, CA, USA, October 23-26, 2022},
pages = {509--516},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCD56317.2022.00081},
doi = {10.1109/ICCD56317.2022.00081},
timestamp = {Tue, 05 Dec 2023 14:45:33 +0100},
biburl = {https://dblp.org/rec/conf/iccd/LiRTLHWCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/SongCLFYLTR22,
author = {Chunlin Song and
Xianzhang Chen and
Duo Liu and
Xiaoliu Feng and
Xi Yu and
Jiali Li and
Yujuan Tan and
Ao Ren},
title = {CADedup: High-performance Consistency-aware Deduplication Based on
Persistent Memory},
booktitle = {{IEEE} 40th International Conference on Computer Design, {ICCD} 2022,
Olympic Valley, CA, USA, October 23-26, 2022},
pages = {726--729},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCD56317.2022.00111},
doi = {10.1109/ICCD56317.2022.00111},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccd/SongCLFYLTR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLWHRXY22,
author = {Mengda Yang and
Ziang Li and
Juan Wang and
Hongxin Hu and
Ao Ren and
Xiaoyang Xu and
Wenzhe Yi},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Measuring Data Reconstruction Defenses in Collaborative Inference
Systems},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/53f1c3ec5df814b5aabe9ae88a29bb49-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangLWHRXY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jssc/YueLLSYTCRWCLY21,
author = {Jinshan Yue and
Yongpan Liu and
Ruoyang Liu and
Wenyu Sun and
Zhe Yuan and
Yung{-}Ning Tu and
Yi{-}Ju Chen and
Ao Ren and
Yanzhi Wang and
Meng{-}Fan Chang and
Xueqing Li and
Huazhong Yang},
title = {{STICKER-T:} An Energy-Efficient Neural Network Processor Using Block-Circulant
Algorithm and Unified Frequency-Domain Acceleration},
journal = {{IEEE} J. Solid State Circuits},
volume = {56},
number = {6},
pages = {1936--1948},
year = {2021},
url = {https://doi.org/10.1109/JSSC.2020.3030264},
doi = {10.1109/JSSC.2020.3030264},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jssc/YueLLSYTCRWCLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiDLZRCTW21,
author = {Li Li and
Moming Duan and
Duo Liu and
Yu Zhang and
Ao Ren and
Xianzhang Chen and
Yujuan Tan and
Chengliang Wang},
title = {FedSAE: {A} Novel Self-Adaptive Federated Learning Framework in Heterogeneous
Systems},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533876},
doi = {10.1109/IJCNN52387.2021.9533876},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiDLZRCTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhangDLLRCTW21,
author = {Yu Zhang and
Moming Duan and
Duo Liu and
Li Li and
Ao Ren and
Xianzhang Chen and
Yujuan Tan and
Chengliang Wang},
title = {{CSAFL:} {A} Clustered Semi-Asynchronous Federated Learning Framework},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533794},
doi = {10.1109/IJCNN52387.2021.9533794},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhangDLLRCTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/YuanLMCKSFLZPLR21,
author = {Geng Yuan and
Zhiheng Liao and
Xiaolong Ma and
Yuxuan Cai and
Zhenglun Kong and
Xuan Shen and
Jingyan Fu and
Zhengang Li and
Chengming Zhang and
Hongwu Peng and
Ning Liu and
Ao Ren and
Jinhui Wang and
Yanzhi Wang},
title = {Improving {DNN} Fault Tolerance using Weight Pruning and Differential
Crossbar Mapping for ReRAM-based Edge {AI}},
booktitle = {22nd International Symposium on Quality Electronic Design, {ISQED}
2021, Santa Clara, CA, USA, April 7-9, 2021},
pages = {135--141},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISQED51717.2021.9424332},
doi = {10.1109/ISQED51717.2021.9424332},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/YuanLMCKSFLZPLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07515,
author = {Li Li and
Moming Duan and
Duo Liu and
Yu Zhang and
Ao Ren and
Xianzhang Chen and
Yujuan Tan and
Chengliang Wang},
title = {FedSAE: {A} Novel Self-Adaptive Federated Learning Framework in Heterogeneous
Systems},
journal = {CoRR},
volume = {abs/2104.07515},
year = {2021},
url = {https://arxiv.org/abs/2104.07515},
eprinttype = {arXiv},
eprint = {2104.07515},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08184,
author = {Yu Zhang and
Moming Duan and
Duo Liu and
Li Li and
Ao Ren and
Xianzhang Chen and
Yujuan Tan and
Chengliang Wang},
title = {{CSAFL:} {A} Clustered Semi-Asynchronous Federated Learning Framework},
journal = {CoRR},
volume = {abs/2104.08184},
year = {2021},
url = {https://arxiv.org/abs/2104.08184},
eprinttype = {arXiv},
eprint = {2104.08184},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09166,
author = {Geng Yuan and
Zhiheng Liao and
Xiaolong Ma and
Yuxuan Cai and
Zhenglun Kong and
Xuan Shen and
Jingyan Fu and
Zhengang Li and
Chengming Zhang and
Hongwu Peng and
Ning Liu and
Ao Ren and
Jinhui Wang and
Yanzhi Wang},
title = {Improving {DNN} Fault Tolerance using Weight Pruning and Differential
Crossbar Mapping for ReRAM-based Edge {AI}},
journal = {CoRR},
volume = {abs/2106.09166},
year = {2021},
url = {https://arxiv.org/abs/2106.09166},
eprinttype = {arXiv},
eprint = {2106.09166},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KakilliogluRWV20,
author = {Burak Kakillioglu and
Ao Ren and
Yanzhi Wang and
Senem Velipasalar},
title = {3D Capsule Networks for Object Classification With Weight Pruning},
journal = {{IEEE} Access},
volume = {8},
pages = {27393--27405},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2971950},
doi = {10.1109/ACCESS.2020.2971950},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KakilliogluRWV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RenZWLDCXW20,
author = {Ao Ren and
Tao Zhang and
Yuhao Wang and
Sheng Lin and
Peiyan Dong and
Yen{-}Kuang Chen and
Yuan Xie and
Yanzhi Wang},
title = {{DARB:} {A} Density-Adaptive Regular-Block Pruning for Deep Neural
Networks},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5495--5502},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6000},
doi = {10.1609/AAAI.V34I04.6000},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RenZWLDCXW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/integration/LiYLRDDNQYW19,
author = {Ji Li and
Zihao Yuan and
Zhe Li and
Ao Ren and
Caiwen Ding and
Jeffrey Draper and
Shahin Nazarian and
Qinru Qiu and
Bo Yuan and
Yanzhi Wang},
title = {Normalization and dropout for stochastic computing-based deep convolutional
neural networks},
journal = {Integr.},
volume = {65},
pages = {395--403},
year = {2019},
url = {https://doi.org/10.1016/j.vlsi.2017.11.002},
doi = {10.1016/J.VLSI.2017.11.002},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/integration/LiYLRDDNQYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/LiLRCDQDYTQW19,
author = {Zhe Li and
Ji Li and
Ao Ren and
Ruizhe Cai and
Caiwen Ding and
Xuehai Qian and
Jeffrey Draper and
Bo Yuan and
Jian Tang and
Qinru Qiu and
Yanzhi Wang},
title = {{HEIF:} Highly Efficient Stochastic Computing-Based Inference Framework
for Deep Neural Networks},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {38},
number = {8},
pages = {1543--1556},
year = {2019},
url = {https://doi.org/10.1109/TCAD.2018.2852752},
doi = {10.1109/TCAD.2018.2852752},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/LiLRCDQDYTQW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/RenZYLXQLW19,
author = {Ao Ren and
Tianyun Zhang and
Shaokai Ye and
Jiayu Li and
Wenyao Xu and
Xuehai Qian and
Xue Lin and
Yanzhi Wang},
editor = {Iris Bahar and
Maurice Herlihy and
Emmett Witchel and
Alvin R. Lebeck},
title = {{ADMM-NN:} An Algorithm-Hardware Co-Design Framework of DNNs Using
Alternating Direction Methods of Multipliers},
booktitle = {Proceedings of the Twenty-Fourth International Conference on Architectural
Support for Programming Languages and Operating Systems, {ASPLOS}
2019, Providence, RI, USA, April 13-17, 2019},
pages = {925--938},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3297858.3304076},
doi = {10.1145/3297858.3304076},
timestamp = {Sun, 07 Apr 2019 16:01:58 +0200},
biburl = {https://dblp.org/rec/conf/asplos/RenZYLXQLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/CaiCRLDYW19,
author = {Ruizhe Cai and
Olivia Chen and
Ao Ren and
Ning Liu and
Caiwen Ding and
Nobuyuki Yoshikawa and
Yanzhi Wang},
editor = {Houman Homayoun and
Baris Taskin and
Tinoosh Mohsenin and
Weisheng Zhao},
title = {A Majority Logic Synthesis Framework for Adiabatic Quantum-Flux-Parametron
Superconducting Circuits},
booktitle = {Proceedings of the 2019 on Great Lakes Symposium on VLSI, {GLSVLSI}
2019, Tysons Corner, VA, USA, May 9-11, 2019},
pages = {189--194},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299874.3317980},
doi = {10.1145/3299874.3317980},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/glvlsi/CaiCRLDYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/CaiCRLYW19,
author = {Ruizhe Cai and
Olivia Chen and
Ao Ren and
Ning Liu and
Nobuyuki Yoshikawa and
Yanzhi Wang},
title = {A Buffer and Splitter Insertion Framework for Adiabatic Quantum-Flux-Parametron
Superconducting Circuits},
booktitle = {37th {IEEE} International Conference on Computer Design, {ICCD} 2019,
Abu Dhabi, United Arab Emirates, November 17-20, 2019},
pages = {429--436},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCD46524.2019.00067},
doi = {10.1109/ICCD46524.2019.00067},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccd/CaiCRLYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/CaiRCLDQ0LYW19,
author = {Ruizhe Cai and
Ao Ren and
Olivia Chen and
Ning Liu and
Caiwen Ding and
Xuehai Qian and
Jie Han and
Wenhui Luo and
Nobuyuki Yoshikawa and
Yanzhi Wang},
editor = {Srilatha Bobbie Manne and
Hillery C. Hunter and
Erik R. Altman},
title = {A stochastic-computing based deep learning framework using adiabatic
quantum-flux-parametron superconducting technology},
booktitle = {Proceedings of the 46th International Symposium on Computer Architecture,
{ISCA} 2019, Phoenix, AZ, USA, June 22-26, 2019},
pages = {567--578},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307650.3322270},
doi = {10.1145/3307650.3322270},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isca/CaiRCLDQ0LYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isscc/YueLSYWTCRWCLYL19,
author = {Jinshan Yue and
Ruoyang Liu and
Wenyu Sun and
Zhe Yuan and
Zhibo Wang and
Yung{-}Ning Tu and
Yi{-}Ju Chen and
Ao Ren and
Yanzhi Wang and
Meng{-}Fan Chang and
Xueqing Li and
Huazhong Yang and
Yongpan Liu},
title = {A 65nm 0.39-to-140.3TOPS/W 1-to-12b Unified Neural Network Processor
Using Block-Circulant-Enabled Transpose-Domain Acceleration with 8.1
{\texttimes} Higher TOPS/mm\({}^{\mbox{2}}\)and 6T HBST-TRAM-Based
2D Data-Reuse Architecture},
booktitle = {{IEEE} International Solid- State Circuits Conference, {ISSCC} 2019,
San Francisco, CA, USA, February 17-21, 2019},
pages = {138--140},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISSCC.2019.8662360},
doi = {10.1109/ISSCC.2019.8662360},
timestamp = {Mon, 27 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isscc/YueLSYWTCRWCLYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/CaiMCRLYW19,
author = {Ruizhe Cai and
Xiaolong Ma and
Olivia Chen and
Ao Ren and
Ning Liu and
Nobuyuki Yoshikawa and
Yanzhi Wang},
title = {{IDE} Development, Logic Synthesis and Buffer/Splitter Insertion Framework
for Adiabatic Quantum-Flux-Parametron Superconducting Circuits},
booktitle = {2019 {IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2019,
Miami, FL, USA, July 15-17, 2019},
pages = {187--192},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISVLSI.2019.00042},
doi = {10.1109/ISVLSI.2019.00042},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isvlsi/CaiMCRLYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09077,
author = {Ruizhe Cai and
Ao Ren and
Olivia Chen and
Ning Liu and
Caiwen Ding and
Xuehai Qian and
Jie Han and
Wenhui Luo and
Nobuyuki Yoshikawa and
Yanzhi Wang},
title = {A Stochastic-Computing based Deep Learning Framework using Adiabatic
Quantum-Flux-Parametron SuperconductingTechnology},
journal = {CoRR},
volume = {abs/1907.09077},
year = {2019},
url = {http://arxiv.org/abs/1907.09077},
eprinttype = {arXiv},
eprint = {1907.09077},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08020,
author = {Ao Ren and
Tao Zhang and
Yuhao Wang and
Sheng Lin and
Peiyan Dong and
Yen{-}Kuang Chen and
Yuan Xie and
Yanzhi Wang},
title = {{DARB:} {A} Density-Aware Regular-Block Pruning for Deep Neural Networks},
journal = {CoRR},
volume = {abs/1911.08020},
year = {2019},
url = {http://arxiv.org/abs/1911.08020},
eprinttype = {arXiv},
eprint = {1911.08020},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ncn/CaiRSW18,
author = {Ruizhe Cai and
Ao Ren and
Sucheta Soundarajan and
Yanzhi Wang},
title = {A low-computation-complexity, energy-efficient, and high-performance
linear program solver based on primal-dual interior point method using
memristor crossbars},
journal = {Nano Commun. Networks},
volume = {18},
pages = {62--71},
year = {2018},
url = {https://doi.org/10.1016/j.nancom.2018.01.001},
doi = {10.1016/J.NANCOM.2018.01.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ncn/CaiRSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/CaiRLDWQPW18,
author = {Ruizhe Cai and
Ao Ren and
Ning Liu and
Caiwen Ding and
Luhao Wang and
Xuehai Qian and
Massoud Pedram and
Yanzhi Wang},
editor = {Xipeng Shen and
James Tuck and
Ricardo Bianchini and
Vivek Sarkar},
title = {{VIBNN:} Hardware Acceleration of Bayesian Neural Networks},
booktitle = {Proceedings of the Twenty-Third International Conference on Architectural
Support for Programming Languages and Operating Systems, {ASPLOS}
2018, Williamsburg, VA, USA, March 24-28, 2018},
pages = {476--488},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3173162.3173212},
doi = {10.1145/3173162.3173212},
timestamp = {Tue, 23 Jan 2024 20:31:22 +0100},
biburl = {https://dblp.org/rec/conf/asplos/CaiRLDWQPW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/DingRYMLLYW18,
author = {Caiwen Ding and
Ao Ren and
Geng Yuan and
Xiaolong Ma and
Jiayu Li and
Ning Liu and
Bo Yuan and
Yanzhi Wang},
editor = {Deming Chen and
Houman Homayoun and
Baris Taskin},
title = {Structured Weight Matrices-Based Hardware Accelerators in Deep Neural
Networks: FPGAs and ASICs},
booktitle = {Proceedings of the 2018 on Great Lakes Symposium on VLSI, {GLSVLSI}
2018, Chicago, IL, USA, May 23-25, 2018},
pages = {353--358},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3194554.3194625},
doi = {10.1145/3194554.3194625},
timestamp = {Wed, 10 Mar 2021 14:55:38 +0100},
biburl = {https://dblp.org/rec/conf/glvlsi/DingRYMLLYW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/MaZYR0HHW18,
author = {Xiaolong Ma and
Yipeng Zhang and
Geng Yuan and
Ao Ren and
Zhe Li and
Jie Han and
Jingtong Hu and
Yanzhi Wang},
title = {An area and energy efficient design of domain-wall memory-based deep
convolutional neural networks using stochastic computing},
booktitle = {19th International Symposium on Quality Electronic Design, {ISQED}
2018, Santa Clara, CA, USA, March 13-14, 2018},
pages = {314--321},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISQED.2018.8357306},
doi = {10.1109/ISQED.2018.8357306},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/isqed/MaZYR0HHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/0001LRDDQ0W18,
author = {Zhe Li and
Ji Li and
Ao Ren and
Caiwen Ding and
Jeffrey Draper and
Qinru Qiu and
Bo Yuan and
Yanzhi Wang},
title = {Towards Budget-Driven Hardware Optimization for Deep Convolutional
Neural Networks Using Stochastic Computing},
booktitle = {2018 {IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2018,
Hong Kong, China, July 8-11, 2018},
pages = {28--33},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ISVLSI.2018.00016},
doi = {10.1109/ISVLSI.2018.00016},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isvlsi/0001LRDDQ0W18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00822,
author = {Ruizhe Cai and
Ao Ren and
Ning Liu and
Caiwen Ding and
Luhao Wang and
Xuehai Qian and
Massoud Pedram and
Yanzhi Wang},
title = {{VIBNN:} Hardware Acceleration of Bayesian Neural Networks},
journal = {CoRR},
volume = {abs/1802.00822},
year = {2018},
url = {http://arxiv.org/abs/1802.00822},
eprinttype = {arXiv},
eprint = {1802.00822},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00824,
author = {Ao Ren and
Sijia Liu and
Ruizhe Cai and
Wujie Wen and
Pramod K. Varshney and
Yanzhi Wang},
title = {Algorithm-Hardware Co-Optimization of the Memristor-Based Framework
for Solving {SOCP} and Homogeneous {QCQP} Problems},
journal = {CoRR},
volume = {abs/1802.00824},
year = {2018},
url = {http://arxiv.org/abs/1802.00824},
eprinttype = {arXiv},
eprint = {1802.00824},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01016,
author = {Xiaolong Ma and
Yipeng Zhang and
Geng Yuan and
Ao Ren and
Zhe Li and
Jie Han and
Jingtong Hu and
Yanzhi Wang},
title = {An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep
Convolutional Neural Networks using Stochastic Computing},
journal = {CoRR},
volume = {abs/1802.01016},
year = {2018},
url = {http://arxiv.org/abs/1802.01016},
eprinttype = {arXiv},
eprint = {1802.01016},
timestamp = {Sat, 08 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-11239,
author = {Caiwen Ding and
Ao Ren and
Geng Yuan and
Xiaolong Ma and
Jiayu Li and
Ning Liu and
Bo Yuan and
Yanzhi Wang},
title = {Structured Weight Matrices-Based Hardware Accelerators in Deep Neural
Networks: FPGAs and ASICs},
journal = {CoRR},
volume = {abs/1804.11239},
year = {2018},
url = {http://arxiv.org/abs/1804.11239},
eprinttype = {arXiv},
eprint = {1804.11239},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-11239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04142,
author = {Zhe Li and
Ji Li and
Ao Ren and
Caiwen Ding and
Jeffrey Draper and
Qinru Qiu and
Bo Yuan and
Yanzhi Wang},
title = {Towards Budget-Driven Hardware Optimization for Deep Convolutional
Neural Networks using Stochastic Computing},
journal = {CoRR},
volume = {abs/1805.04142},
year = {2018},
url = {http://arxiv.org/abs/1805.04142},
eprinttype = {arXiv},
eprint = {1805.04142},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-11677,
author = {Ao Ren and
Tianyun Zhang and
Shaokai Ye and
Jiayu Li and
Wenyao Xu and
Xuehai Qian and
Xue Lin and
Yanzhi Wang},
title = {{ADMM-NN:} An Algorithm-Hardware Co-Design Framework of DNNs Using
Alternating Direction Method of Multipliers},
journal = {CoRR},
volume = {abs/1812.11677},
year = {2018},
url = {http://arxiv.org/abs/1812.11677},
eprinttype = {arXiv},
eprint = {1812.11677},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-11677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/LiRLDYQW17,
author = {Ji Li and
Ao Ren and
Zhe Li and
Caiwen Ding and
Bo Yuan and
Qinru Qiu and
Yanzhi Wang},
title = {Towards acceleration of deep convolutional neural networks using stochastic
computing},
booktitle = {22nd Asia and South Pacific Design Automation Conference, {ASP-DAC}
2017, Chiba, Japan, January 16-19, 2017},
pages = {115--120},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ASPDAC.2017.7858306},
doi = {10.1109/ASPDAC.2017.7858306},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/LiRLDYQW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/RenLCWVW17,
author = {Ao Ren and
Sijia Liu and
Ruizhe Cai and
Wujie Wen and
Pramod K. Varshney and
Yanzhi Wang},
title = {Algorithm-hardware co-optimization of the memristor-based framework
for solving {SOCP} and homogeneous {QCQP} problems},
booktitle = {22nd Asia and South Pacific Design Automation Conference, {ASP-DAC}
2017, Chiba, Japan, January 16-19, 2017},
pages = {788--793},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ASPDAC.2017.7858420},
doi = {10.1109/ASPDAC.2017.7858420},
timestamp = {Thu, 14 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aspdac/RenLCWVW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/RenLDQWLQY17,
author = {Ao Ren and
Zhe Li and
Caiwen Ding and
Qinru Qiu and
Yanzhi Wang and
Ji Li and
Xuehai Qian and
Bo Yuan},
editor = {Yunji Chen and
Olivier Temam and
John Carter},
title = {{SC-DCNN:} Highly-Scalable Deep Convolutional Neural Network using
Stochastic Computing},
booktitle = {Proceedings of the Twenty-Second International Conference on Architectural
Support for Programming Languages and Operating Systems, {ASPLOS}
2017, Xi'an, China, April 8-12, 2017},
pages = {405--418},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3037697.3037746},
doi = {10.1145/3037697.3037746},
timestamp = {Wed, 07 Jul 2021 13:23:08 +0200},
biburl = {https://dblp.org/rec/conf/asplos/RenLDQWLQY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/LiRLQYDW17,
author = {Zhe Li and
Ao Ren and
Ji Li and
Qinru Qiu and
Bo Yuan and
Jeffrey Draper and
Yanzhi Wang},
editor = {David Atienza and
Giorgio Di Natale},
title = {Structural design optimization for deep convolutional neural networks
using stochastic computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2017, Lausanne, Switzerland, March 27-31, 2017},
pages = {250--253},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/DATE.2017.7926991},
doi = {10.23919/DATE.2017.7926991},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/date/LiRLQYDW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/YuanLLDRYQDW17,
author = {Zihao Yuan and
Ji Li and
Zhe Li and
Caiwen Ding and
Ao Ren and
Bo Yuan and
Qinru Qiu and
Jeffrey Draper and
Yanzhi Wang},
editor = {Laleh Behjat and
Jie Han and
Miroslav N. Velev and
Deming Chen},
title = {Softmax Regression Design for Stochastic Computing Based Deep Convolutional
Neural Networks},
booktitle = {Proceedings of the on Great Lakes Symposium on {VLSI} 2017, Banff,
AB, Canada, May 10-12, 2017},
pages = {467--470},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3060403.3060467},
doi = {10.1145/3060403.3060467},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/YuanLLDRYQDW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuRWV17,
author = {Sijia Liu and
Ao Ren and
Yanzhi Wang and
Pramod K. Varshney},
title = {Ultra-fast robust compressive sensing based on memristor crossbars},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {1133--1137},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952333},
doi = {10.1109/ICASSP.2017.7952333},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiuRWV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/LiWRZW17,
author = {Hongjia Li and
Tianshu Wei and
Ao Ren and
Qi Zhu and
Yanzhi Wang},
editor = {Sri Parameswaran},
title = {Deep reinforcement learning: Framework, applications, and embedded
implementations: Invited paper},
booktitle = {2017 {IEEE/ACM} International Conference on Computer-Aided Design,
{ICCAD} 2017, Irvine, CA, USA, November 13-16, 2017},
pages = {847--854},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICCAD.2017.8203866},
doi = {10.1109/ICCAD.2017.8203866},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iccad/LiWRZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/CaiRWPW17,
author = {Ruizhe Cai and
Ao Ren and
Luhao Wang and
Massoud Pedram and
Yanzhi Wang},
title = {Hardware Acceleration of Bayesian Neural Networks Using {RAM} Based
Linear Feedback Gaussian Random Number Generators},
booktitle = {2017 {IEEE} International Conference on Computer Design, {ICCD} 2017,
Boston, MA, USA, November 5-8, 2017},
pages = {289--296},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCD.2017.51},
doi = {10.1109/ICCD.2017.51},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccd/CaiRWPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiY0DRQDW17,
author = {Ji Li and
Zihao Yuan and
Zhe Li and
Caiwen Ding and
Ao Ren and
Qinru Qiu and
Jeffrey Draper and
Yanzhi Wang},
title = {Hardware-driven nonlinear activation for stochastic computing based
deep convolutional neural networks},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {1230--1236},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965993},
doi = {10.1109/IJCNN.2017.7965993},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiY0DRQDW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwscas/YuanDCMZR0W17,
author = {Geng Yuan and
Caiwen Ding and
Ruizhe Cai and
Xiaolong Ma and
Ziyi Zhao and
Ao Ren and
Bo Yuan and
Yanzhi Wang},
title = {Memristor crossbar-based ultra-efficient next-generation baseband
processors},
booktitle = {{IEEE} 60th International Midwest Symposium on Circuits and Systems,
{MWSCAS} 2017, Boston, MA, USA, August 6-9, 2017},
pages = {1121--1124},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/MWSCAS.2017.8053125},
doi = {10.1109/MWSCAS.2017.8053125},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/mwscas/YuanDCMZR0W17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiYLDRQDW17,
author = {Ji Li and
Zihao Yuan and
Zhe Li and
Caiwen Ding and
Ao Ren and
Qinru Qiu and
Jeffrey T. Draper and
Yanzhi Wang},
title = {Hardware-Driven Nonlinear Activation for Stochastic Computing Based
Deep Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1703.04135},
year = {2017},
url = {http://arxiv.org/abs/1703.04135},
eprinttype = {arXiv},
eprint = {1703.04135},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiYLDRQDW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-03792,
author = {Hongjia Li and
Tianshu Wei and
Ao Ren and
Qi Zhu and
Yanzhi Wang},
title = {Deep Reinforcement Learning: Framework, Applications, and Embedded
Implementations},
journal = {CoRR},
volume = {abs/1710.03792},
year = {2017},
url = {http://arxiv.org/abs/1710.03792},
eprinttype = {arXiv},
eprint = {1710.03792},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-03792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/LiRLQWY16,
author = {Zhe Li and
Ao Ren and
Ji Li and
Qinru Qiu and
Yanzhi Wang and
Bo Yuan},
title = {{DSCNN:} Hardware-oriented optimization for Stochastic Computing based
Deep Convolutional Neural Networks},
booktitle = {34th {IEEE} International Conference on Computer Design, {ICCD} 2016,
Scottsdale, AZ, USA, October 2-5, 2016},
pages = {678--681},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICCD.2016.7753357},
doi = {10.1109/ICCD.2016.7753357},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccd/LiRLQWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrc/Ren0WQY16,
author = {Ao Ren and
Zhe Li and
Yanzhi Wang and
Qinru Qiu and
Bo Yuan},
title = {Designing reconfigurable large-scale deep learning systems using stochastic
computing},
booktitle = {{IEEE} International Conference on Rebooting Computing, {ICRC} 2016,
San Diego, CA, USA, October 17-19, 2016},
pages = {1--7},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICRC.2016.7738685},
doi = {10.1109/ICRC.2016.7738685},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icrc/Ren0WQY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/CaiRWY16,
author = {Ruizhe Cai and
Ao Ren and
Yanzhi Wang and
Bo Yuan},
title = {Memristor-Based Discrete Fourier Transform for Improving Performance
and Energy Efficiency},
booktitle = {{IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2016, Pittsburgh,
PA, USA, July 11-13, 2016},
pages = {643--648},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ISVLSI.2016.124},
doi = {10.1109/ISVLSI.2016.124},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isvlsi/CaiRWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/RenYW16,
author = {Ao Ren and
Bo Yuan and
Yanzhi Wang},
editor = {Karan S. Bhatia and
Massimo Alioto and
Danella Zhao and
Andrew Marshall and
Ramalingam Sridhar},
title = {Design of high-speed low-power polar {BP} decoder using emerging technologies},
booktitle = {29th {IEEE} International System-on-Chip Conference, {SOCC} 2016,
Seattle, WA, USA, September 6-9, 2016},
pages = {312--316},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SOCC.2016.7905499},
doi = {10.1109/SOCC.2016.7905499},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/socc/RenYW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/CaiRWSQYB16,
author = {Ruizhe Cai and
Ao Ren and
Yanzhi Wang and
Sucheta Soundarajan and
Qinru Qiu and
Bo Yuan and
Paul Bogdan},
editor = {Karan S. Bhatia and
Massimo Alioto and
Danella Zhao and
Andrew Marshall and
Ramalingam Sridhar},
title = {A low-computation-complexity, energy-efficient, and high-performance
linear program solver using memristor crossbars},
booktitle = {29th {IEEE} International System-on-Chip Conference, {SOCC} 2016,
Seattle, WA, USA, September 6-9, 2016},
pages = {317--322},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SOCC.2016.7905500},
doi = {10.1109/SOCC.2016.7905500},
timestamp = {Tue, 12 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/socc/CaiRWSQYB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RenLLDQQYW16,
author = {Ao Ren and
Ji Li and
Zhe Li and
Caiwen Ding and
Xuehai Qian and
Qinru Qiu and
Bo Yuan and
Yanzhi Wang},
title = {{SC-DCNN:} Highly-Scalable Deep Convolutional Neural Network using
Stochastic Computing},
journal = {CoRR},
volume = {abs/1611.05939},
year = {2016},
url = {http://arxiv.org/abs/1611.05939},
eprinttype = {arXiv},
eprint = {1611.05939},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RenLLDQQYW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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