[19a-A41-1~4] Towards social applications of physical reservoir computing using new materials and new principles

11:00 AM - 11:40 AM JST(2:00 AM - 2:40 AM UTC)

[19a-A41-4] Physical Reservoir Computing Utilizing Spatio-Temporal Dynamics of Ions, Electrons, and Spins

〇Takashi Tsuchiya¹, Wataru Namiki¹, Daiki Nishioka¹, Yoshitaka Shingaya¹, Kazuya Terabe¹ (1.NIMS)

Keywords:

reservoir computing,ionics,neuromorphic computing

Recently, physical reservoir computing (PRC), which utilizes the non-linear response of materials and devices to inputs as a computational resource, has attracted much attention, and research and development of a wide variety of materials and devices is underway. In this talk, I will introduce our PRCs using the spatio-temporal dynamics of various information carriers such as ions, electrons, and spins in materials and devices in micro-regions such as surfaces and interfaces.