Syed Shakib Sarwar

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

Network Architecture

Comprehensive Analysis

Energy Efficient

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine. IEEE J. Solid State Circuits 59 (7) (2024)
Vivek Parmar, Sandeep Kaur Kingra, Syed Shakib Sarwar, Ziyun Li, Barbara De Salvo, Manan Suri
Fully-Binarized Distance Computation based On-device Few-Shot Learning for XR applications. CVPR Workshops (2023)
Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine. CoRR (2023)
Moritz Scherer, Manuel Eggimann, Alfio Di Mauro, Arpan Suravi Prasad, Francesco Conti, Davide Rossi, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS. ESSCIRC (2023)
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications. IEEE Micro 43 (6) (2023)
Zhongnan Qu, Syed Shakib Sarwar, Xin Dong, Yuecheng Li, H. Ekin Sumbul, Barbara De Salvo
DRESS: Dynamic REal-time Sparse Subnets. CoRR (2022)
Dominika Przewlocka-Rus, Syed Shakib Sarwar, H. Ekin Sumbul, Yuecheng Li, Barbara De Salvo
Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks. CoRR (2022)
Jorge Gomez, Saavan Patel, Syed Shakib Sarwar, Ziyun Li, Raffaele Capoccia, Zhao Wang, Reid Pinkham, Andrew Berkovich, Tsung-Hsun Tsai, Barbara De Salvo, Chiao Liu
Distributed On-Sensor Compute System for AR/VR Devices: A Semi-Analytical Simulation Framework for Power Estimation. CoRR (2022)
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications. CoRR (2022)
H. Ekin Sumbul, Tony F. Wu, Yuecheng Li, Syed Shakib Sarwar, William Koven, Eli Murphy-Trotzky, Xingxing Cai, Elnaz Ansari, Daniel H. Morris, Huichu Liu, Doyun Kim, Edith Beigné
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. CICC (2022)
Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing. IEEE Access 8 (2020)
Gopalakrishnan Srinivasan, Chankyu Lee, Abhronil Sengupta, Priyadarshini Panda, Syed Shakib Sarwar, Kaushik Roy
Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing. ICASSP (2020)
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. IJCNN (2019)
Chankyu Lee, Syed Shakib Sarwar, Kaushik Roy
Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures. CoRR (2019)
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. CoRR (2019)
Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Bing Han, Parami Wijesinghe, Akhilesh Jaiswal, Priyadarshini Panda, Anand Raghunathan, Kaushik Roy
Energy Efficient Neural Computing: A Study of Cross-Layer Approximations. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Arnab Raha, Akhilesh Jaiswal, Syed Shakib Sarwar, Hrishikesh Jayakumar, Vijay Raghunathan, Kaushik Roy
Designing Energy-Efficient Intermittently Powered Systems Using Spin-Hall-Effect-Based Nonvolatile SRAM. IEEE Trans. Very Large Scale Integr. Syst. 26 (2) (2018)
Syed Shakib Sarwar, Swagath Venkataramani, Aayush Ankit, Anand Raghunathan, Kaushik Roy
Energy-Efficient Neural Computing with Approximate Multipliers. ACM J. Emerg. Technol. Comput. Syst. 14 (2) (2018)
Syed Shakib Sarwar, Priyadarshini Panda, Kaushik Roy
Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks. CoRR (2017)
Syed Shakib Sarwar, Priyadarshini Panda, Kaushik Roy
Gabor filter assisted energy efficient fast learning Convolutional Neural Networks. ISLPED (2017)
Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing. CoRR (2017)
Syed Shakib Sarwar, Swagath Venkataramani, Anand Raghunathan, Kaushik Roy
Multiplier-less Artificial Neurons exploiting error resiliency for energy-efficient neural computing. DATE (2016)
Syed Shakib Sarwar, Swagath Venkataramani, Anand Raghunathan, Kaushik Roy
Multiplier-less Artificial Neurons Exploiting Error Resiliency for Energy-Efficient Neural Computing. CoRR (2016)
Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy
Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks. DATE (2016)
Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy
Significance Driven Hybrid 8T-6T SRAM for Energy-Efficient Synaptic Storage in Artificial Neural Networks. CoRR (2016)
Priyadarshini Panda, Abhronil Sengupta, Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Swagath Venkataramani, Anand Raghunathan, Kaushik Roy
Invited - Cross-layer approximations for neuromorphic computing: from devices to circuits and systems. DAC (2016)
Vojtech Mrazek, Syed Shakib Sarwar, Lukás Sekanina, Zdenek Vasícek, Kaushik Roy
Design of power-efficient approximate multipliers for approximate artificial neural networks. ICCAD (2016)
Zubair Al Azim, Abhronil Sengupta, Syed Shakib Sarwar, Kaushik Roy
Spin-Torque Sensors for Energy Efficient High Speed Long Interconnects. CoRR (2015)
Syed Shakib Sarwar, Syed an Nazmus Saqueb, Farhan Quaiyum, A. B. M. Harun-ur Rashid
Memristor-Based Nonvolatile Random Access Memory: Hybrid Architecture for Low Power Compact Memory Design. IEEE Access 1 (2013)