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Syed Shakib Sarwar
Syed Shakib Sarwar
Applied AI Research Scientist, Meta, Inc.
Verified email at meta.com
Title
Cited by
Cited by
Year
Enabling spike-based backpropagation for training deep neural network architectures
C Lee, SS Sarwar, P Panda, G Srinivasan, K Roy
Frontiers in neuroscience, 119, 2020
4062020
Design of power-efficient approximate multipliers for approximate artificial neural networks
V Mrazek, SS Sarwar, L Sekanina, Z Vasicek, K Roy
2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-7, 2016
1742016
Incremental learning in deep convolutional neural networks using partial network sharing
SS Sarwar, A Ankit, K Roy
Ieee Access 8, 4615-4628, 2019
1442019
Gabor filter assisted energy efficient fast learning Convolutional Neural Networks
SS Sarwar, P Panda, K Roy
2017 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2017
1342017
Multiplier-less artificial neurons exploiting error resiliency for energy-efficient neural computing
SS Sarwar, S Venkataramani, A Raghunathan, K Roy
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), 145-150, 2016
972016
Memristor-based nonvolatile random access memory: Hybrid architecture for low power compact memory design
SS Sarwar, SAN Saqueb, F Quaiyum, ABMHU Rashid
IEEE Access 1, 29-34, 2013
942013
Vibration and voice operated navigation system for visually impaired person
N Mahmud, RK Saha, RB Zafar, MBH Bhuian, SS Sarwar
2014 international conference on informatics, electronics & vision (ICIEV), 1-5, 2014
832014
Energy-efficient neural computing with approximate multipliers
SS Sarwar, S Venkataramani, A Ankit, A Raghunathan, K Roy
ACM Journal on Emerging Technologies in Computing Systems (JETC) 14 (2), 1-23, 2018
772018
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks
S Sharmin, P Panda, SS Sarwar, C Lee, W Ponghiran, K Roy
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
722019
Enabling spike-based backpropagation in state-of-the-art deep neural network architectures
C Lee, SS Sarwar, K Roy
arXiv preprint arXiv:1903.06379 10, 2019
642019
Energy efficient neural computing: A study of cross-layer approximations
SS Sarwar, G Srinivasan, B Han, P Wijesinghe, A Jaiswal, P Panda, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (4 …, 2018
512018
Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks
G Srinivasan, P Wijesinghe, SS Sarwar, A Jaiswal, K Roy
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), 151-156, 2016
462016
Cross-layer approximations for neuromorphic computing: From devices to circuits and systems
P Panda, A Sengupta, SS Sarwar, G Srinivasan, S Venkataramani, ...
Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016
452016
Intelligent vision systems–bringing human-machine interface to AR/VR
C Liu, A Berkovich, S Chen, H Reyserhove, SS Sarwar, TH Tsai
2019 IEEE International Electron Devices Meeting (IEDM), 10.5. 1-10.5. 4, 2019
362019
System-level design and integration of a prototype AR/VR hardware featuring a custom low-power DNN accelerator chip in 7nm technology for codec avatars
HE Sumbul, TF Wu, Y Li, SS Sarwar, W Koven, E Murphy-Trotzky, X Cai, ...
2022 IEEE Custom Integrated Circuits Conference (CICC), 01-08, 2022
262022
Training deep spiking neural networks for energy-efficient neuromorphic computing
G Srinivasan, C Lee, A Sengupta, P Panda, SS Sarwar, K Roy
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
242020
Designing energy-efficient intermittently powered systems using spin-Hall-effect-based nonvolatile SRAM
A Raha, A Jaiswal, SS Sarwar, H Jayakumar, V Raghunathan, K Roy
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (2), 294-307, 2017
242017
Power-of-two quantization for low bitwidth and hardware compliant neural networks
D Przewlocka-Rus, SS Sarwar, HE Sumbul, Y Li, B De Salvo
arXiv preprint arXiv:2203.05025, 2022
232022
Distributed on-sensor compute system for AR/VR devices: A semi-analytical simulation framework for power estimation
J Gomez, S Patel, SS Sarwar, Z Li, R Capoccia, Z Wang, R Pinkham, ...
arXiv preprint arXiv:2203.07474, 2022
182022
Smart sensor
X Liu, B De Salvo, H Reyserhove, Z Li, AI Khan, SS Sarwar
US Patent App. 17/313,884, 2021
122021
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Articles 1–20