[8p-N102-1~7] Fusion of Mathematical, Material, and Physiological Approaches to Brain Information Processing: The Frontier of Neuromorphic and Neural Function Integration

4:40 PM - 5:20 PM JST(7:40 AM - 8:20 AM UTC)

[8p-N102-6] Physical Reservoir Computing Enabled by Ion–Electron Spatiotemporal Dynamics: Toward Sensing-Integrated Information Processing Systems

〇Daiki Nishioka¹, Wataru Namiki¹, Kosuke Minami¹, Genki Yoshikawa¹, Takashi Nakanishi¹, Kazuya Terabe¹, Takashi Tsuchiya¹ (1.NIMS)

Keywords:

physical reservoir computing,electric double layer transistor,neuromorphic computing

We have developed an ion-gating reservoir (IGR) as a novel framework of physical reservoir computing (PRC), in which property modulation of semiconductor materials via ion gating serves as a computational resource. In this presentation, we discuss the structure, operating principles, and information processing capacity of IGRs, as well as their application to sensing-integrated edge AI devices that process time-series data obtained from advanced sensing technologies.