LabCompass

Gobinda Saha

Computer Science · Purdue University West Lafayette

Mid career · publishing since 2013Rising activity

Publications

31

Citations

282

Est. group size

~1

Recurring co-author estimate

Active years

13

Publishing since 2013

Research summary
AI-generated

This researcher works at the intersection of machine learning and hardware design, with publications on continual learning (methods that let AI systems learn new tasks without forgetting old ones), energy-efficient computing circuits for neural networks, and optimization algorithms. The work spans both algorithmic contributions (like memory-based learning techniques) and hardware-oriented topics (like in-memory computing chips for AI). Prospective students would be working in an area that bridges software-level AI methods and low-level hardware efficiency for machine learning systems.

Continual Learning in Neural NetworksEnergy-Efficient AI HardwareIn-Memory Computing CircuitsOptimization AlgorithmsNeural Network Design

Publication output has grown unevenly over the past decade, rising notably in 2023 after a period of low, steady activity in earlier years.

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

Publication cadence
Publications per year over the last 10 years — averaging 3.0/year recently
172018: 2 publications182019: 1 publication192020: 2 publications202021: 3 publications212022: 2 publications222023: 8 publications8232024: 4 publications242025: 1 publication2526
Publishes in
  • arXiv (Cornell University)×11
  • IEEE Access×2
  • Proceedings of the AAAI Conference on Artificial Intelligence×2
  • IEEE Transactions on Artificial Intelligence×1
  • Nature Communications×1
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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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