International Conference on Solid State Devices and Materials (SSDM)で１件の招待講演と５件の論文発表を行います（9/5-8, 2023）

Ken Takeuchi, “Analog Computation-in-Memory (CiM) for Neuromorphic Computing,” International Conference on Solid State Devices and Materials (SSDM), September 8, 2023.【招待講演】

Kenshin Yamauchi, Ayumu Yamada, Naoko Misawa, Seong-Kun Cho, Kasidit Toprasertpong, Shinichi Takagi, Chihiro Matsui, and Ken Takeuchi, “Highly Error-tolerant Low Power CiM by Co-design of SLC Mask & MLC Weight Twin FeFETs and Strong Lottery Ticket Hypothesis Neural Network Algorithm,” International Conference on Solid State Devices and Materials (SSDM), September 8, 2023.

Ryuhei Yamaguchi, Ayumu Yamada, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “Compact Edge Vision Transformer with 86% Non-volatile Memory Bit Reduction by Percentile Clipping, Per Layer Quantization, and Quantization Aware Training,” International Conference on Solid State Devices and Materials (SSDM), September 8, 2023.

Shunsuke Koshino, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “Dual Integration of Approximate Random Weight Generator & CiM for Event-based Reservoir Computing & Spiking Neural Networks,” International Conference on Solid State Devices and Materials (SSDM), September 8, 2023.

Kazuhide Higuchi, Yinghao Sun, Chihiro Matsui and Ken Takeuchi, “Noise Event Injection Training to Mitigate Inference Accuracy Degradation due to Non-Idealities of Event-based Vision Sensor and Computation-in-Memory,” International Conference on Solid State Devices and Materials (SSDM), September 8, 2023.

Adil Padiyal, Ayumu Yamada, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “Analysis of Inference Accuracy of Convolutional Neural Networks due to Quantization of Weights, Gradients, Input and Output Signals Stemming from Computation-in-Memory,” International Conference on Solid State Devices and Materials (SSDM) Poster, September 7, 2023.