Syed Shakib Sarwar

Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures

Chankyu Lee, Syed Shakib Sarwar, Priyadarshini Panda et al. · Frontiers in Neuroscience · 2020 · 418 citations · Full text

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

Vojtěch Mrázek, Syed Shakib Sarwar, Lukáš Sekanina et al. · 2016 · 163 citations

Numerical Analysis, Engineering, Machine Learning +18

Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing

Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy · IEEE Access · 2019 · 128 citations · Full text

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

Syed Shakib Sarwar, Syed An Nazmus Saqueb, Farhan Quaiyum et al. · IEEE Access · 2013 · 87 citations · Full text

Hardware Security, Non-volatile Memory, Electrical Engineering +13

Energy-Efficient Neural Computing with Approximate Multipliers

Syed Shakib Sarwar, Swagath Venkataramani, Aayush Ankit et al. · ACM Journal on Emerging Technologies in Computing Systems · 2018 · 71 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +18