Approximate reservoir computing with a semiconductor laser for reducing energy consumption

Tatsuki Ito, Kazutaka Kanno, Satoshi Kawakami +1

Photonic reservoir computing is a promising physical machine-learning approach for time-series prediction. Quantization of the reservoir response signal is an important considerati…