Sourjya Roy
Engineering · Purdue University West Lafayette
Publications
20
Citations
272
Est. group size
~2
Recurring co-author estimate
Active years
10
Publishing since 2016
Sourjya Roy works in electrical and computer engineering on hardware for artificial intelligence, including memory devices, neural-network chip designs, and brain-inspired computing approaches like spiking neural networks. Their work connects semiconductor device technology with machine learning algorithms, aiming to make AI computation more efficient. This research could suit students interested in the intersection of hardware design, neuromorphic (brain-inspired) computing, and analog or memory-based AI systems.
Publication output has been variable over the last decade, with a spike in 2020-2021, a slower period in 2022-2023, and renewed activity in 2024-2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Row-by-row convolutional neural networks for Analog-AI
Research Square · 2025
- PPO-based Autoscaling for CPU Efficiency in Edge Computing
2024
- Brain Inspired Enhanced Learning Mechanism Based on Spike Timing Dependent Plasticity (STDP) for Efficient Pattern Recognition in Spiking Neural Networks
Purdue e-Pubs (Purdue University) · 2016
- arXiv (Cornell University)×6
- IEEE Transactions on Very Large Scale Integration (VLSI) Systems×2
- Proceedings of the IEEE×1
- Nature Reviews Electrical Engineering×1
- Frontiers in Science×1
- Indranil Chakraborty
Engineering · Purdue University West Lafayette
- Karam Cho
Engineering · Purdue University West Lafayette
- Amogh Agrawal
Engineering · Purdue University West Lafayette
- Utkarsh Saxena
Engineering · Purdue University West Lafayette
- Hongyi Dou
Engineering · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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