[12a-S101-1~9] FS.1 Focused Session "AI Electronics"

△ [12a-S101-7] Reservoir Computing on Atomic Switches with Noise

〇(M2)Hiroshi Kubota¹, Tsuyoshi Hasegawa², Megumi Akai-Kasaya¹, Tetsuya Asai¹ (1.Hokkaido Univ., 2.Waseda Univ.)

Keywords:reservoir computing, atomic switch

Reservoir computing (RC) can be implemented in physical systems. We proposed RC on atomic switches with temporal current fluctuations (noise) that is from real atomic switch devices. Since the noise make the performance degradation, we proposed a method to read and write the atomic switch multiple times to average the noise. As a result, the RC model had a memory capacity as same as that without noise.