DocumentCode
512741
Title
Phase signal embedment in densely frequency-multiplexed coherent neural networks
Author
Limmanee, Amornrat ; Kawata, Sotaro ; Hirose, Akira
Author_Institution
Dept. of Frontier Inf., Univ. of Tokyo, Tokyo, Japan
fYear
2005
fDate
6-8 June 2005
Firstpage
1
Lastpage
3
Abstract
We propose a coherent neural network whose synaptic weights are embedded densely in volume hologram using a semiconductor laser so that the behavior is controlled by direct lightwave carrier-frequency modulation. A frequency-dependent learning obeys the complex-valued Hebbian rule. Experiments demonstrate that the system learns different output phase values dependently on the carrier frequency.
Keywords
holography; light coherence; neural nets; semiconductor lasers; Hebbian rule; densely frequency-multiplexed coherent neural networks; direct lightwave carrier-frequency modulation; frequency-dependent learning; phase signal embedment; semiconductor laser; synaptic weights; volume hologram; Frequency; Holographic optical components; Holography; Neural networks; Neurons; Optical computing; Optical filters; Optical modulation; Optical signal processing; Phase modulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Photonics, 2005. IP 2005. OSA Topical Meeting on
Conference_Location
Charlotte, NC
Print_ISBN
978-1-4244-6637-5
Type
conf
Filename
5411904
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