Syed Shakib Sarwar

Researcher, Meta Inc.

Joined

May 2022

Names

Syed Shakib Sarwar (Preferred)

Emails

****@fb.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Meta Inc. (meta.com)

2019 – Present

PhD student

ECE, Purdue University (purdue.edu)

2014 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Kaushik Roy

2014 – 2019

Expertise

HW-Algorithm Co-design

2019 – Present

Deep Learning

Approximate Computing

2014 – 2019

Publications

Fully-Binarized Distance Computation based On-device Few-Shot Learning for XR applications
Vivek Parmar, Sandeep Kaur Kingra, Syed Shakib Sarwar, Ziyun Li, Barbara De Salvo, Manan Suri
- Published: 01 Jan 2023, Last Modified: 17 Nov 2023
- CVPR Workshops 2023
- Readers: Everyone
Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS
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
- Published: 01 Jan 2023, Last Modified: 17 Nov 2023
- ESSCIRC 2023
- Readers: Everyone
DRESS: Dynamic REal-time Sparse Subnets
Zhongnan Qu, Syed Shakib Sarwar, Xin Dong, Yuecheng Li, H. Ekin Sumbul, Barbara De Salvo
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
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
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
- Published: 01 Jan 2022, Last Modified: 17 Nov 2023
- CICC 2022
- Readers: Everyone
Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks
Dominika Przewlocka-Rus, Syed Shakib Sarwar, H. Ekin Sumbul, Yuecheng Li, Barbara De Salvo
- Published: 01 Jan 2022, Last Modified: 17 Nov 2023
- CoRR 2022
- Readers: Everyone
Distributed On-Sensor Compute System for AR/VR Devices: A Semi-Analytical Simulation Framework for Power Estimation
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
- Published: 01 Jan 2022, Last Modified: 17 Nov 2023
- CoRR 2022
- Readers: Everyone
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
- Published: 01 Jan 2022, Last Modified: 17 Nov 2023
- CoRR 2022
- Readers: Everyone
Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing
Gopalakrishnan Srinivasan, Chankyu Lee, Abhronil Sengupta, Priyadarshini Panda, Syed Shakib Sarwar, Kaushik Roy
- 2020 (modified: 10 Nov 2022)
- ICASSP 2020
- Readers: Everyone
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing
Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy
- Published: 01 Jan 2020, Last Modified: 17 Nov 2023
- IEEE Access 2020
- Readers: Everyone
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
- 2019 (modified: 10 Nov 2022)
- IJCNN 2019
- Readers: Everyone

View all 23 publications

Co-Authors

View all 59 co-authors