The Japan Society of Applied Physics

9:00 AM - 9:15 AM

[B-7-01] Impact of PCM Flicker Noise and Weight Drift on Analog Hardware Inference for state-of-the-art Deep Learning Networks

〇Jin-Ping Han1, Malte Rasch1, Zuoguang Liu2, Paul Solomon1, Kevin Brew2, Kangguo Cheng2, Injo OK2, Victor Chan2, Michael Longstreet3, Wanki Kim1, Robert L Bruce1, Cheng-Wei Cheng1, Nanbo Gong1, Praneet Adusumilli2, Shawn Pinkett2, Hongmei Li3, Nicole Saulnier2, Tenko Yamashita2, Matthew J BrightSky1, Vijay Narayanan1 (1. IBM T. J. Watson Research Center(United States of America), 2. IBM Research - Albany Nano Tech(United States of America), 3. IBM System(United States of America))

https://doi.org/10.7567/SSDM.2020.B-7-01