[17p-K306-1~11] FS.1 Focused Session "AI Electronics"

3:30 PM - 3:45 PM JST(6:30 AM - 6:45 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[17p-K306-7] Creation of a Digital Twin for Optoelectrical Reservoir Computing

〇Yutaro Sekiguchi¹, Andre Roehm¹, Takatomo Mihana¹, Tomoki Yamagami¹, Kazutaka Kanno², Ryoichi Horisaki¹ (1.Univ. Tokyo, 2.Saitama Univ.)

Keywords:

reservoir computing,digital twin,optoelectrical feedback system

We created a digital twin of optoelectrical reservoir computing using a numerical model and applied the weights trained on the computer-based twin to the response of a reservoir experimental device. The predictive accuracy for time-series forecasting was then validated.