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My Asilomar 2019 Schedule

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TP6b: AI/Machine Learning Architectures (Invited)

Session Type: Oral

Time: Tuesday, November 5, 15:30 - 17:35

Location: Toyon

Session Chair: Keshab Parhi, University of Minnesota

TP6b-1: RRAM-BASED IN-MEMORY COMPUTING FOR EMBEDDED DEEP NEURAL NETWORKS

Daniel Bankman; Stanford University

Jonas Messner; Stanford University

Albert Gural; Stanford University

Boris Murmann; Stanford University

TP6b-2: VESTI: AN IN-MEMORY COMPUTING PROCESSOR FOR DEEP NEURAL NETWORKS ACCELERATION

Zhewei Jiang; Columbia University

Shihui Yin; Arizona State University

Minkyo Kim; Arizona State University

Tushar Gupta; Arizona State University

Mingoo Seok; Columbia University

Jae-sun Seo; Arizona State University

TP6b-3: RETHINKING THE VALUE OF DNN WEIGHT SPARSITY ON HARDWARE: IS IT TRULY BENE?CIAL?

Yanzhi Wang; Northeastern University

Deliang Fan; University of Central Florida

TP6b-4: IS MY NEURAL NETWORK NEUROMORPHIC? TAXONOMY, RECENT TRENDS AND FUTURE DIRECTIONS IN NEUROMORPHIC ENGINEERING

Sumon Kumar Bose; Nanyang Technological University

Jyotibdha Acharya; Nanyang Technological University

Arindam Basu; Nanyang Technological University