Summary
International Symposium on Nonlinear Theory and Its Applications
2022
Session Number:B1L-C
Session:
Number:B1L-C-04
Transfer Learning Based on Photonic Reservoir Computing Using Semiconductor Laser with Optical Feedback
Rie Sakamaki , Kazutaka Kanno , Masanobu Inubushi , Atsushi Uchida,
pp.229-232
Publication Date:12/12/2022
Online ISSN:2188-5079
Summary:
Transfer learning has been studied to reduce the learning cost when the system parameters are changed. We numerically investigate transfer learning based on photonic reservoir computing using a semiconductor laser with optical feedback modulation. We succeed in inferring the dynamics of one variable in the Lorenz model whose parameters are changed from the learning scheme.