LabCompass

Kaushik Roy

Engineering · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1991
Low-power high-performance VLSI designAdvanced Memory and Neural ComputingAdvancements in Semiconductor Devices and Circuit DesignSemiconductor materials and devicesFerroelectric and Negative Capacitance Devices

Publications

1,431

Citations

48,633

Est. group size

~26

Recurring co-author estimate

Active years

36

Publishing since 1991

Research summary
AI-generated

Kaushik Roy works on low-power computer chip design, focusing on how to build hardware that runs artificial intelligence and machine learning more efficiently. His work spans memory-based computing (where calculations happen directly in memory chips to save energy), specialized accelerators for AI models like transformers and spiking neural networks, and applications such as drone navigation and malware detection. This research is aimed at making AI systems faster and less power-hungry, particularly for use in devices with limited energy resources.

Energy-efficient computer chip (VLSI) designCompute-in-memory and memory-based AI acceleratorsHardware acceleration for transformer and neural network inferenceNeuromorphic and spiking neural network computingAI applications in robotics, security, and health

Publication output has gradually declined over the last decade, from roughly 50-70 papers per year in 2017-2020 to under 40 per year by 2025.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 38.2/year recently
2017: 72 publications72172018: 50 publications182019: 68 publications192020: 61 publications202021: 53 publications212022: 45 publications222023: 61 publications232024: 46 publications242025: 37 publications252026: 2 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×164
  • IEEE Transactions on Electron Devices×18
  • Frontiers in Neuroscience×15
  • IEEE Transactions on Very Large Scale Integration (VLSI) Systems×15
  • Scientific Reports×10
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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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