Sourjya Roy

Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges

Indranil Chakraborty, Mustafa Ali, Aayush Ankit et al. · Proceedings of the IEEE · 2020 · 120 citations

Compute-in-Memory Technologies and Architectures for Deep Learning Workloads

Mustafa Ali, Sourjya Roy, Utkarsh Saxena et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2022 · 36 citations

Memory Wall, Engineering, Machine Learning +15

Gradual Channel Pruning While Training Using Feature Relevance Scores for Convolutional Neural Networks

Sai Aparna Aketi, Sourjya Roy, Anand Raghunathan et al. · IEEE Access · 2020 · 32 citations · Full text

Spike timing dependent plasticity based enhanced self-learning for efficient pattern recognition in spiking neural networks

Gopalakrishnan Srinivasan, Sourjya Roy, Vijay Raghunathan et al. · 2017 · 28 citations

Timing Dependent Plasticity, Engineering, Neural Recoding +18

Spintronic neural systems

Kaushik Roy, Cheng Wang, Sourjya Roy et al. · Nature Reviews Electrical Engineering · 2024 · 12 citations