LabCompass

Sarada Krithivasan

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2015
Advanced Neural Network ApplicationsAdversarial Robustness in Machine LearningAdvanced Memory and Neural ComputingDomain Adaptation and Few-Shot LearningNeural dynamics and brain function

Publications

14

Citations

54

Est. group size

~2

Recurring co-author estimate

Active years

12

Publishing since 2015

Research summary
AI-generated

Sarada Krithivasan's work focuses on hardware and systems for accelerating artificial intelligence, including designing specialized chips (accelerators) for AI inference, compiler frameworks that map neural network computations efficiently onto hardware, and unconventional computing approaches using coupled nano-oscillators. The research spans both large-scale enterprise AI accelerator systems and lower-level hardware components for machine learning tasks.

AI hardware acceleratorsCompiler frameworks for neural network deploymentNeural network inference optimizationEmerging/unconventional computing devicesDomain-specific computing architectures

Publication output has been modest and irregular over the last decade, with occasional bursts of activity (e.g., 2020, 2022, 2024) interspersed with quieter years, averaging about 1.6 papers per year over the last five years.

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

Publication cadence
Publications per year over the last 10 years — averaging 1.6/year recently
2017: 1 publication17182019: 1 publication192020: 3 publications320212022: 3 publications3222023: 1 publication232024: 3 publications324252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×2
  • Frontiers in Neuroscience×1
  • Frontiers in Radiology×1
  • ACM Journal on Emerging Technologies in Computing Systems×1
  • Proceedings of the 59th ACM/IEEE Design Automation Conference×1
Similar researchers
By research-topic overlap
  • Isha Garg

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  • Xiangyu Zhang

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  • Surya Selvam

    Computer Science · Purdue University West Lafayette

  • Cheng Chu

    Computer Science · Indiana University

  • Jianyang Gu

    Computer Science · The Ohio State University

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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