Summary
International Symposium on Nonlinear Theory and its Applications
2017
Session Number:A3L-C
Session:
Number:A3L-C-2
Optical Implementation of Reservoir Computing for Fast Integrative Analysis in Sensor Array Processing
Tadashi Okumura, Mitsuharu Tai, Masahiko Ando,
pp.256-259
Publication Date:2017/12/4
Online ISSN:2188-5079
Summary:
Optical reservoir computing (RC) with delayed feedback has been expected to realize high-speed data processing. In this scheme, identification and quantification task for mixture of two gases were tested based on 16 channel gas sensor array data to realize electronic nose with comprehensive sensitivity. Both parallel reservoirs with a single-input and a single reservoir with multi-inputs were compared in terms of identification performance and node dynamics.