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 |