[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))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 9:00 AM - 9:15 AM |PDF Download

[B-7-02 (Invited)] Nanoscale Limits of Resistance Switching in Some
Oxides and 2D Chalcogenide Materials

〇Eric Pop¹ (1. Stanford Univ.(United States of America))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 9:15 AM - 9:45 AM |PDF Download

[B-7-03 (Invited)] Phase-change materials for low-energy operation PCRAM

〇Yuji Sutou¹, Shunsuke Mori¹, Yi Shuang¹, Shogo Hatayama¹ (1. Tohoku Univ.(Japan))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 9:45 AM - 10:15 AM |PDF Download

[B-8-01] Design of a Magnetic-Tunnel-Junction-Based Nonvolatile Flip-Flop with Common-Mode Write Error Detection

〇Gensei Yamagishi¹, Masanori Natsui¹, Takahiro Hanyu¹ (1. Tohoku Univ.(Japan))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 11:00 AM - 11:15 AM |PDF Download

[B-8-02] SLC Flash & ReRAM Heterogeneous Memory System with Multi-Tier 5G Network & Device Co-Design for Smart Manufacturing

〇Chihiro Matsui¹, Ken Takeuchi¹ (1. Univ. of Tokyo(Japan))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 11:15 AM - 11:30 AM |PDF Download

[B-8-03] Design of an Energy-Efficient Binarized Convolutional Neural Network Accelerator Using a Nonvolatile FPGA with Only-Once-Write Shifting

〇Daisuke Suzuki¹, Takahiro Oka², Takahiro Hanyu² (1. The University of Aizu(Japan), 2. Tohoku Univ.(Japan))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 11:30 AM - 11:45 AM |PDF Download

[B-8-04] Systematic Design Flow for Realizing MTJ-Based Nonvolatile FPGAs

〇Yasuhiro Takako¹, Daisuke Suzuki², Masanori Natsui¹, Takahiro Hanyu¹ (1. Univ. of Tohoku(Japan), 2. Univ. of Aizu(Japan))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 11:45 AM - 12:00 PM |PDF Download

[B-9-01 (Invited)] A General Assessment of Computing-In-Memory (CIM) for Deep Neural Network (DNN) with Flash Memory Devices

〇Hang-Ting Lue¹ (1. Macronix International Co., Ltd(Taiwan))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 2:00 PM - 2:30 PM |PDF Download

[B-9-02] Impact and Solution of Nonlinear Characteristics of Resistive Memory in Analog Computing-in-memory Architecture for Deep Neural Network

〇YuHsuan Lin¹, PoKai Hsu¹, DaiYing Lee¹, MingHsiu Lee¹, HsiangLan Lung¹, KuangYeu Hsieh¹, KehChung Wang¹, ChihYuan Lu¹ (1. Macronix International Co., Ltd.(Taiwan))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 2:30 PM - 2:45 PM |PDF Download

[B-9-03] Demonstration of Reservoir Computing Using a Ferroelectric Capacitor

〇Eishin Nako¹, Kasidit Toprasertpong¹, Ryosho Nakane¹, Zeyu Wang¹, Mitsuru Takenaka¹, Shinichi Takagi¹ (1. Univ. of Tokyo(Japan))

2020 International Conference on Solid State Devices and Materials |Wed. Sep 30, 2020 2:45 PM - 3:00 PM |PDF Download