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2020 – today
- 2023
[j27]Amin Shafiee
, Sudeep Pasricha, Mahdi Nikdast:
A Survey on Optical Phase-Change Memory: The Promise and Challenges. IEEE Access 11: 11781-11803 (2023)- [j26]Sanmitra Banerjee, Mahdi Nikdast, Krishnendu Chakrabarty:
On the Impact of Uncertainties in Silicon-Photonic Neural Networks. IEEE Des. Test 40(2): 82-89 (2023) - [i23]Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics. CoRR abs/2301.12252 (2023) - [i22]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing. CoRR abs/2303.12910 (2023) - [i21]Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics. CoRR abs/2303.12914 (2023) - [i20]Amin Shafiee, Benoît Charbonnier, Sudeep Pasricha, Mahdi Nikdast:
Design Space Exploration for PCM-based Photonic Memory. CoRR abs/2303.15721 (2023) - 2022
- [j25]Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha:
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. ACM J. Emerg. Technol. Comput. Syst. 18(3): 45:1-45:36 (2022) - [j24]Asif Mirza, Febin Sunny, Peter Walsh, Karim Hassan, Sudeep Pasricha, Mahdi Nikdast:
Silicon Photonic Microring Resonators: A Comprehensive Design-Space Exploration and Optimization Under Fabrication-Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3359-3372 (2022) - [c30]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. ASP-DAC 2022: 214-219 - [c29]Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast:
DeFT: A Deadlock-Free and Fault-Tolerant Routing Algorithm for 2.5D Chiplet Networks. DATE 2022: 1047-1052 - [c28]Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast:
LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks. ACM Great Lakes Symposium on VLSI 2022: 351-355 - [c27]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. ACM Great Lakes Symposium on VLSI 2022: 367-371 - [c26]Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast:
ReSiPI: A Reconfigurable Silicon-Photonic 2.5D Chiplet Network with PCMs for Energy-Efficient Interposer Communication. ICCAD 2022: 24 - [c25]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics. ISVLSI 2022: 98-103 - [c24]Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty:
Pruning Coherent Integrated Photonic Neural Networks Using the Lottery Ticket Hypothesis. ISVLSI 2022: 128-133 - [c23]Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty:
CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks. OFC 2022: 1-3 - [i19]Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast:
LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks. CoRR abs/2204.03835 (2022) - [i18]Asif Mirza, Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast:
Characterization and Optimization of Integrated Silicon-Photonic Neural Networks under Fabrication-Process Variations. CoRR abs/2204.09153 (2022) - [i17]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. CoRR abs/2205.11244 (2022) - [i16]Sanmitra Banerjee, Mahdi Nikdast, Krishnendu Chakrabarty:
Characterizing Coherent Integrated Photonic Neural Networks under Imperfections. CoRR abs/2207.10835 (2022) - [i15]Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast:
ReSiPI: A Reconfigurable Silicon-Photonic 2.5D Chiplet Network with PCMs for Energy-Efficient Interposer Communication. CoRR abs/2208.04231 (2022) - [i14]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics. CoRR abs/2209.00084 (2022) - 2021
- [j23]Febin P. Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
A Survey on Silicon Photonics for Deep Learning. ACM J. Emerg. Technol. Comput. Syst. 17(4): 61:1-61:57 (2021) - [j22]Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha:
ROBIN: A Robust Optical Binary Neural Network Accelerator. ACM Trans. Embed. Comput. Syst. 20(5s): 57:1-57:24 (2021) - [j21]Febin P. Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha:
ARXON: A Framework for Approximate Communication Over Photonic Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 29(6): 1206-1219 (2021) - [c22]Ebadollah Taheri, Ryan Gary Kim, Mahdi Nikdast:
AdEle: An Adaptive Congestion-and-Energy-Aware Elevator Selection for Partially Connected 3D NoCs. DAC 2021: 67-72 - [c21]Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha:
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. DAC 2021: 1069-1074 - [c20]Sanmitra Banerjee, Mahdi Nikdast, Krishnendu Chakrabarty:
Modeling Silicon-Photonic Neural Networks under Uncertainties. DATE 2021: 98-101 - [c19]Sanmitra Banerjee, Mahdi Nikdast, Krishnendu Chakrabarty:
Optimizing Coherent Integrated Photonic Neural Networks under Random Uncertainties. OFC 2021: 1-3 - [c18]Felipe Göhring de Magalhães, Mahdi Nikdast, Fabiano Hessel, Odile Liboiron-Ladouceur, Gabriela Nicolescu:
HyCo: A Low-Latency Hybrid Control Plane for Optical Interconnection Networks. RSP 2021: 50-56 - [i13]Febin P. Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
A Survey on Silicon Photonics for Deep Learning. CoRR abs/2101.01751 (2021) - [i12]Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha:
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. CoRR abs/2102.06960 (2021) - [i11]Ebadollah Taheri, Ryan Gary Kim, Mahdi Nikdast:
AdEle: An Adaptive Congestion-and-Energy-Aware Elevator Selection for Partially Connected 3D NoCs. CoRR abs/2102.08323 (2021) - [i10]Sanmitra Banerjee, Mahdi Nikdast, Krishnendu Chakrabarty:
Optimizing Coherent Integrated Photonic Neural Networks under Random Uncertainties. CoRR abs/2103.07019 (2021) - [i9]Febin Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha:
ARXON: A Framework for Approximate Communication over Photonic Networks-on-Chip. CoRR abs/2103.08828 (2021) - [i8]Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha:
ROBIN: A Robust Optical Binary Neural Network Accelerator. CoRR abs/2107.05530 (2021) - [i7]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. CoRR abs/2109.04459 (2021) - [i6]Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha:
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. CoRR abs/2110.06105 (2021) - [i5]Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty:
CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks. CoRR abs/2112.06098 (2021) - [i4]Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty:
Pruning Coherent Integrated Photonic Neural Networks Using the Lottery Ticket Hypothesis. CoRR abs/2112.07485 (2021) - [i3]Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast:
DeFT: A Deadlock-Free and Fault-Tolerant Routing Algorithm for 2.5D Chiplet Networks. CoRR abs/2112.09234 (2021) - 2020
- [j20]Sudeep Pasricha, Mahdi Nikdast:
A Survey of Silicon Photonics for Energy-Efficient Manycore Computing. IEEE Des. Test 37(4): 60-81 (2020) - [c17]Asif Mirza, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast:
Silicon Photonic Microring Resonators: Design Optimization Under Fabrication Non-Uniformity. DATE 2020: 484-489 - [c16]Asif Mirza, Shadi Manafi Avari, Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast:
Opportunities for Cross-Layer Design in High-Performance Computing Systems with Integrated Silicon Photonic Networks. DATE 2020: 1622-1627 - [c15]Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast:
LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip. ACM Great Lakes Symposium on VLSI 2020: 235-240 - [i2]Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast:
LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip. CoRR abs/2002.11289 (2020) - [i1]Sanmitra Banerjee, Mahdi Nikdast, Krishnendu Chakrabarty:
Modeling Silicon-Photonic Neural Networks under Uncertainties. CoRR abs/2012.10594 (2020)
2010 – 2019
- 2019
- [j19]Edoardo Fusella, Mahdi Nikdast, Ian O'Connor, José Flich, Sudeep Pasricha:
Guest Editors' Introduction: Emerging Networks-on-Chip Designs, Technologies, and Applications. ACM J. Emerg. Technol. Comput. Syst. 15(1): 1:1-1:2 (2019) - [c14]Tsun-Ming Tseng, Alexandre Truppel, Mengchu Li, Mahdi Nikdast, Ulf Schlichtmann:
Wavelength-Routed Optical NoCs: Design and EDA - State of the Art and Future Directions: Invited Paper. ICCAD 2019: 1-6 - 2018
- [c13]Mahdi Nikdast, Gabriela Nicolescu, Jelena Trajkovic, Odile Liboiron-Ladouceur:
DeEPeR: Enhancing Performance and Reliability in Chip-Scale Optical Interconnection Networks. ACM Great Lakes Symposium on VLSI 2018: 63-68 - [c12]Felipe Gohring de Magalhaes, Mahdi Nikdast, Yule Xiong, Fabiano Hessel, Odile Liboiron-Ladouceur, Gabriela Nicolescu:
Silicon Photonic Interconnects: Minimizing the Controller Latency. ACM Great Lakes Symposium on VLSI 2018: 323-328 - 2017
- [j18]Rabeh Ayari, Mahdi Nikdast, Imane Hafnaoui, Giovanni Beltrame, Gabriela Nicolescu:
HypAp: A Hypervolume-Based Approach for Refining the Design of Embedded Systems. IEEE Embed. Syst. Lett. 9(3): 57-60 (2017) - 2016
- [j17]Felipe Gohring de Magalhaes, Rubana Priti, Mahdi Nikdast, Fabiano Hessel, Odile Liboiron-Ladouceur, Gabriela Nicolescu:
Design and Modelling of a Low-Latency Centralized Controller for Optical Integrated Networks. IEEE Commun. Lett. 20(3): 462-465 (2016) - [j16]Luan H. K. Duong, Zhehui Wang, Mahdi Nikdast, Jiang Xu, Peng Yang, Zhifei Wang, Zhe Wang, Rafael K. V. Maeda, Haoran Li, Xuan Wang, Sébastien Le Beux, Yvain Thonnart:
Coherent and Incoherent Crosstalk Noise Analyses in Interchip/Intrachip Optical Interconnection Networks. IEEE Trans. Very Large Scale Integr. Syst. 24(7): 2475-2487 (2016) - [c11]Mahdi Nikdast, Gabriela Nicolescu, Jelena Trajkovic, Odile Liboiron-Ladouceur:
Modeling fabrication non-uniformity in chip-scale silicon photonic interconnects. DATE 2016: 115-120 - [c10]Mahdi Nikdast, Gabriela Nicolescu, Jelena Trajkovic, Odile Liboiron-Ladouceur:
Photonic integrated circuits: A study on process variations. OFC 2016: 1-3 - 2015
- [j15]Mahdi Nikdast, Jiang Xu, Luan H. K. Duong, Xiaowen Wu, Zhehui Wang, Xuan Wang, Zhe Wang:
Fat-Tree-Based Optical Interconnection Networks Under Crosstalk Noise Constraint. IEEE Trans. Very Large Scale Integr. Syst. 23(1): 156-169 (2015) - [j14]Xuan Wang, Jiang Xu, Wei Zhang, Xiaowen Wu, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Zhe Wang:
Actively Alleviate Power Gating-Induced Power/Ground Noise Using Parasitic Capacitance of On-Chip Memories in MPSoC. IEEE Trans. Very Large Scale Integr. Syst. 23(2): 266-279 (2015) - [j13]Xiaowen Wu, Jiang Xu, Yaoyao Ye, Xuan Wang, Mahdi Nikdast, Zhehui Wang, Zhe Wang:
An Inter/Intra-Chip Optical Network for Manycore Processors. IEEE Trans. Very Large Scale Integr. Syst. 23(4): 678-691 (2015) - [j12]Mahdi Nikdast, Jiang Xu, Luan Huu Kinh Duong, Xiaowen Wu, Xuan Wang, Zhehui Wang, Zhe Wang, Peng Yang, Yaoyao Ye, Qinfen Hao:
Crosstalk Noise in WDM-Based Optical Networks-on-Chip: A Formal Study and Comparison. IEEE Trans. Very Large Scale Integr. Syst. 23(11): 2552-2565 (2015) - [c9]Luan H. K. Duong, Mahdi Nikdast, Jiang Xu, Zhehui Wang, Yvain Thonnart, Sébastien Le Beux, Peng Yang, Xiaowen Wu, Zhifei Wang:
Coherent crosstalk noise analyses in ring-based optical interconnects. DATE 2015: 501-506 - 2014
- [j11]Luan H. K. Duong, Mahdi Nikdast, Sébastien Le Beux, Jiang Xu, Xiaowen Wu, Zhehui Wang, Peng Yang:
A Case Study of Signal-to-Noise Ratio in Ring-Based Optical Networks-on-Chip. IEEE Des. Test 31(5): 55-65 (2014) - [j10]Weichen Liu, Xuan Wang, Jiang Xu, Wei Zhang, Yaoyao Ye, Xiaowen Wu, Mahdi Nikdast, Zhehui Wang:
On-chip sensor networks for soft-error tolerant real-time multiprocessor systems-on-chip. ACM J. Emerg. Technol. Comput. Syst. 10(2): 15:1-15:20 (2014) - [j9]Xiaowen Wu, Jiang Xu, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Xuan Wang:
SUOR: Sectioned Undirectional Optical Ring for Chip Multiprocessor. ACM J. Emerg. Technol. Comput. Syst. 10(4): 29:1-29:25 (2014) - [j8]Zhehui Wang, Jiang Xu, Xiaowen Wu, Yaoyao Ye, Wei Zhang, Mahdi Nikdast, Xuan Wang, Zhe Wang:
Floorplan Optimization of Fat-Tree-Based Networks-on-Chip for Chip Multiprocessors. IEEE Trans. Computers 63(6): 1446-1459 (2014) - [j7]Mahdi Nikdast, Jiang Xu, Xiaowen Wu, Wei Zhang, Yaoyao Ye, Xuan Wang, Zhehui Wang, Zhe Wang:
Systematic Analysis of Crosstalk Noise in Folded-Torus-Based Optical Networks-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(3): 437-450 (2014) - [j6]Yaoyao Ye, Zhehui Wang, Peng Yang, Jiang Xu, Xiaowen Wu, Xuan Wang, Mahdi Nikdast, Zhe Wang, Luan H. K. Duong:
System-Level Modeling and Analysis of Thermal Effects in WDM-Based Optical Networks-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(11): 1718-1731 (2014) - [j5]Xiaowen Wu, Yaoyao Ye, Jiang Xu, Wei Zhang, Weichen Liu, Mahdi Nikdast, Xuan Wang:
UNION: A Unified Inter/Intrachip Optical Network for Chip Multiprocessors. IEEE Trans. Very Large Scale Integr. Syst. 22(5): 1082-1095 (2014) - [c8]Mahdi Nikdast, Luan H. K. Duong, Jiang Xu, Sébastien Le Beux, Xiaowen Wu, Zhehui Wang, Peng Yang, Yaoyao Ye:
CLAP: a crosstalk and loss analysis platform for optical interconnects. NOCS 2014: 172-173 - 2013
- [j4]Yaoyao Ye, Jiang Xu, Baihan Huang, Xiaowen Wu, Wei Zhang, Xuan Wang, Mahdi Nikdast, Zhehui Wang, Weichen Liu, Zhe Wang:
3-D Mesh-Based Optical Network-on-Chip for Multiprocessor System-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(4): 584-596 (2013) - [j3]Yaoyao Ye, Jiang Xu, Xiaowen Wu, Wei Zhang, Xuan Wang, Mahdi Nikdast, Zhehui Wang, Weichen Liu:
System-Level Modeling and Analysis of Thermal Effects in Optical Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 21(2): 292-305 (2013) - [j2]Yiyuan Xie, Mahdi Nikdast, Jiang Xu, Xiaowen Wu, Wei Zhang, Yaoyao Ye, Xuan Wang, Zhehui Wang, Weichen Liu:
Formal Worst-Case Analysis of Crosstalk Noise in Mesh-Based Optical Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 21(10): 1823-1836 (2013) - [c7]Xuan Wang, Jiang Xu, Wei Zhang, Xiaowen Wu, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Zhe Wang:
Active power-gating-induced power/ground noise alleviation using parasitic capacitance of on-chip memories. DATE 2013: 1221-1224 - [c6]Yaoyao Ye, Xiaowen Wu, Jiang Xu, Mahdi Nikdast, Zhehui Wang, Xuan Wang, Zhe Wang:
System-level analysis of mesh-based hybrid optical-electronic network-on-chip. ISCAS 2013: 321-324 - 2012
- [j1]Yaoyao Ye, Jiang Xu, Xiaowen Wu, Wei Zhang, Weichen Liu, Mahdi Nikdast:
A Torus-Based Hierarchical Optical-Electronic Network-on-Chip for Multiprocessor System-on-Chip. ACM J. Emerg. Technol. Comput. Syst. 8(1): 5:1-5:26 (2012) - 2011
- [c5]Weichen Liu, Jiang Xu, Xiaowen Wu, Yaoyao Ye, Xuan Wang, Wei Zhang, Mahdi Nikdast, Zhehui Wang:
A NoC Traffic Suite Based on Real Applications. ISVLSI 2011: 66-71 - [c4]Yaoyao Ye, Jiang Xu, Xiaowen Wu, Wei Zhang, Xuan Wang, Mahdi Nikdast, Zhehui Wang, Weichen Liu:
Modeling and Analysis of Thermal Effects in Optical Networks-on-Chip. ISVLSI 2011: 254-259 - [c3]Weichen Liu, Jiang Xu, Xuan Wang, Yu Wang, Wei Zhang, Yaoyao Ye, Xiaowen Wu, Mahdi Nikdast, Zhehui Wang:
A Hardware-Software Collaborated Method for Soft-Error Tolerant MPSoC. ISVLSI 2011: 260-265 - 2010
- [c2]Yiyuan Xie, Mahdi Nikdast, Jiang Xu, Wei Zhang, Qi Li, Xiaowen Wu, Yaoyao Ye, Xuan Wang, Weichen Liu:
Crosstalk noise and bit error rate analysis for optical network-on-chip. DAC 2010: 657-660 - [c1]Xiaowen Wu, Yaoyao Ye, Wei Zhang, Weichen Liu, Mahdi Nikdast, Xuan Wang, Jiang Xu:
UNION: A unified inter/intra-chip optical network for chip multiprocessors. NANOARCH 2010: 35-40
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