[17p-WL1_301-1~13] Neuromorphic computing at the convergence of biology, electronics, and photonics

1:35 PM - 2:00 PM JST(4:35 AM - 5:00 AM UTC)

[17p-WL1_301-2] Physical reservoir devices using nanomaterials and their application for intelligent systems

〇Hirofumi Tanaka^1,2 (1.LSSE, Kyushu Inst. Tech., 2.Neumorph Center, Kyushu Inst. Tech.)

Keywords:

physical reservoir,random networks,Echo state network

This presentation outlines the latest advancements in developing AI devices based on nanomaterials, with a focus on fabricating nanomaterial network structures, implementing them as physical reservoir computing devices, evaluating their performance, and exploring integration techniques for intelligent systems. Furthermore, experimental results are used to compare device characteristics and computational capabilities. Beyond robotics applications, the report also discusses the potential for expanding into areas such as human activity detection using the same material platform.