Syed Shakib Sarwar

发表

Memristor-Based Nonvolatile Random Access Memory: Hybrid Architecture for Low Power Compact Memory Design

Syed Shakib Sarwar, Syed an Nazmus Saqueb, Farhan Quaiyum, 2013, IEEE Access.

High performance NVRAM circuit design using memristor-mos hybrid architecture

Syed Shakib Sarwar, 2014 .

Invited — Cross-layer approximations for neuromorphic computing: From devices to circuits and systems

Kaushik Roy, Anand Raghunathan, Swagath Venkataramani, 2016, 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC).

Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing

Kaushik Roy, Syed Shakib Sarwar, Aayush Ankit, 2017, IEEE Access.

Spin-Torque Sensors for Energy Efficient High-Speed Long Interconnects

Kaushik Roy, Syed Shakib Sarwar, Abhronil Sengupta, 2015, IEEE Transactions on Electron Devices.

Intelligent Vision Systems – Bringing Human-Machine Interface to AR/VR

Syed Shakib Sarwar, Andrew Berkovich, Chiao Liu, 2019, 2019 IEEE International Electron Devices Meeting (IEDM).

Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures

Kaushik Roy, Chankyu Lee, Syed Shakib Sarwar, 2019, Frontiers in Neuroscience.

A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks

Priyadarshini Panda, Chankyu Lee, Kaushik Roy, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks

Kaushik Roy, Parami Wijesinghe, Gopalakrishnan Srinivasan, 2016, 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing

Kaushik Roy, Priyadarshini Panda, Chankyu Lee, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Designing Energy-Efficient Intermittently Powered Systems Using Spin-Hall-Effect-Based Nonvolatile SRAM

Arnab Raha, Vijay Raghunathan, Kaushik Roy, 2017, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Energy Efficient Neural Computing: A Study of Cross-Layer Approximations

Anand Raghunathan, Parami Wijesinghe, Kaushik Roy, 2018, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Energy-Efficient Neural Computing with Approximate Multipliers

Kaushik Roy, Anand Raghunathan, Swagath Venkataramani, 2018, ACM J. Emerg. Technol. Comput. Syst..

Design of power-efficient approximate multipliers for approximate artificial neural networks

Kaushik Roy, Lukás Sekanina, Zdenek Vasícek, 2016, 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Gabor filter assisted energy efficient fast learning Convolutional Neural Networks

Kaushik Roy, Priyadarshini Panda, Syed Shakib Sarwar, 2017, 2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

Intelligent Vision Sensors for AR/VR

Syed Shakib Sarwar, Ziyun Li, Chen Song, 2020 .

Multiplier-less Artificial Neurons exploiting error resiliency for energy-efficient neural computing

Kaushik Roy, Anand Raghunathan, Swagath Venkataramani, 2016, 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures

Kaushik Roy, Chankyu Lee, Syed Shakib Sarwar, 2019 .

STATE-OF-THE-ART DEEP NEURAL NETWORK ARCHITECTURES

Syed Shakib Sarwar, Chankyu Lee, 2019 .

DRESS: Dynamic REal-time Sparse Subnets

Syed Shakib Sarwar, H. Sumbul, B. D. Salvo, 2022, ArXiv.

Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications

Syed Shakib Sarwar, H. Lee, M. Suri, 2022, ArXiv.

Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications

Syed Shakib Sarwar, H. Lee, M. Suri, 2022, arXiv.org.

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

Syed Shakib Sarwar, Tony F. Wu, E. Ansari, 2022, 2022 IEEE Custom Integrated Circuits Conference (CICC).

Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks

Syed Shakib Sarwar, H. Sumbul, B. D. Salvo, 2022, ArXiv.

Distributed On-Sensor Compute System for AR/VR Devices: A Semi-Analytical Simulation Framework for Power Estimation

Syed Shakib Sarwar, Saavan Patel, B. D. Salvo, 2022, ArXiv.