معرفی
Mohsen Imani is an Assistant Professor at the Donald Bren School of Information and Computer Sciences, University of California, Irvine, and director of the Bio-Inspired Architecture and Systems Lab (BIASLab). His research bridges neuroscience, machine learning, and embedded systems to develop hyperdimensional computing (HDC) as a neuro-symbolic AI technique.
- PhD in Computer Science and Engineering from UC San Diego
- Led 35+ member team with 17 PhD students
- Received $750,000 ONR YIP award and $1M DARPA grant
Research focuses on:
- Hyperdimensional computing for real-time cognitive systems
- Energy-efficient edge AI with brain-inspired architectures
- Privacy-preserving federated learning frameworks
- Security monitoring with interpretable reasoning
His 15+ most recent publications span:
- 2025 work on quantum HD factorization and uncertainty-robust cognitive maps
- 2024 breakthroughs in photonic neuro-symbolic computing and genome matching
- 2023 foundational work on DNN hardware acceleration
Awards include:
- DARPA Young Faculty Award
- SRC Young Faculty Award
- ONR Young Investigator Award
- Eight best paper awards/nominations
Teaching CS 151: Digital Logic Design and CS 257: Brain-Inspired Learning Systems in Winter 2025. His lab released the first open-source library for brain-inspired HD computing.
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