DocumentCode
552048
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
fYear
2011
fDate
4-8 July 2011
Firstpage
275
Lastpage
276
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;
fLanguage
English
Publisher
ieee
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
Type
conf
Filename
6015120
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