Title :
All-optical label processing using complex-valued neural network learned with back propagation of teacher signals
Author :
Mizote, Kengo ; Kishikawa, Hiroki ; Goto, Nobuo ; Yanagiya, Shin-ichiro
Author_Institution :
Dept. of Opt. Sci. & Technol., Univ. of Tokushima, Tokushima, Japan
Abstract :
Optical neural-network circuit to process BPSK labels for photonic label routing is proposed, which consists of optical amplifiers, phase shifters and nonlinear threshold devices. Parameters in these devices are learned with back-propagation of teaching signals.
Keywords :
amplifiers; backpropagation; neural nets; optical fibre networks; phase shifters; telecommunication computing; all-optical label processing; back propagation; complex-valued neural network; nonlinear threshold devices; optical amplifiers; phase shifters; teacher signals; Neurons;
Conference_Titel :
Opto-Electronics and Communications Conference (OECC), 2011 16th
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-61284-288-2
Electronic_ISBN :
978-986-02-8974-9
