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Biography
Mohsen Imani is an Assistant Professor in the Department of Computer Science at UC Irvine. He is also a director of Bio-Inspired Architecture and Systems (BIASLab). He is working on a wide range of practical problems in the area of brain-inspired computing, machine learning, computer architecture, and embedded systems. Dr. Imani received his Ph.D. from the Department of Computer Science and Engineering at the UC San Diego. He has a stellar record of publication with over 100 papers in top conferences/journals. His contribution has led to a new direction on brain-inspired hyperdimensional computing that enables ultra-efficient and real-time learning and cognitive support. His research was also the main initiative in opening up multiple industrial and governmental research programs. Dr. Imani research has been recognized with several awards, including the Bernard and Sophia Gordon Engineering Leadership Award, the Outstanding Researcher Award, and the Powell Fellowship Award. He also received the Best Doctorate Research from UCSD and several best paper nomination awards at multiple top conferences including Design Automation Conference (DAC) in 2019 and 2020, Design Automation and Test in Europe (DATE) in 2020, and International Conference on Computer-Aided Design (ICCAD) in 2020.
Presentations
Research Manuscript
Design
SoC, Heterogeneous, and Reconfigurable Architectures
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Research Manuscript
Security
Hardware Security: Attack and Defense
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Research Manuscript
Design
AI/ML System Design
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Research Manuscript
Design
Approximate Computing for AI/ML
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Research Manuscript
Design
AI/ML System Design
Hosted in Virtual Platform