[K-8] In-Memory and Unconventional Computing 2

Fri. Sep 8, 2023 3:30 PM - 4:30 PM Room K (234, Bldg. 2)

Session Chairs: Kazuyuki Kouno (Nuvoton Technology Corporation Japan), Xu Bai (NanoBridge Semiconductor, Inc.)

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3:30 PM - 3:45 PM

[K-8-01] A Machine Learning Based System Exploring the Correlation between Process Parameters and Device Characteristics in a 3D NAND Flash Memory Technology

^○Kuan Chih Chen¹, Ming Hsiu - Lee¹, Chia Hong - Lee¹, Yin Jen - Chen¹, Ke Chung - Wang¹, Chih Yuan - Lu¹ (1. MACRONIX INTERNATIONAL CO., LTD. (Taiwan))

3:45 PM - 4:00 PM

[K-8-02] Hardware Implementation of Temporal Encoded Spiking Neural Networks and Its Application to Rapid Gas Detection.

^○Jiseong Im^1,2, Donghee Kim^1,2, Woo Young Choi^1,2, Jong-Ho Lee^1,2 (1. Seoul National University (Korea), 2. Inter-Univ. Semiconductor Res. Center (ISRC) (Korea))

4:00 PM - 4:15 PM

[K-8-03] Compact Edge Vision Transformer with 86% Non-volatile Memory Bit Reduction by Percentile Clipping, Per Layer Quantization, and Quantization Aware Training

^○Ryuhei Yamaguchi¹, Ayumu Yamada¹, Naoko Misawa¹, Chihiro Matsui¹, Ken Takeuchi¹ (1. The University of Tokyo (Japan))

4:15 PM - 4:30 PM

[K-8-04] Noise Event Injection Training to Mitigate Inference Accuracy Degradation due to Non-Idealities of Event-based Vision Sensor and Computation-in-Memory

Kazuhide Higuchi¹, ^○Yinghao Sun¹, Chihiro Matsui¹, Ken Takeuchi¹ (1. Univ. of Tokyo (Japan))

Session information