DocumentCode
394394
Title
Optical neural network based on the parametrical four-wave mixing process
Author
Kryzhanovsky, B. ; Litinskii, L.B. ; Fonarev, A.
Author_Institution
Inst. of Opt. Neural Technol., Acad. of Sci., Moscow, Russia
Volume
4
fYear
2002
fDate
18-22 Nov. 2002
Firstpage
1704
Abstract
In this paper we develop a formalism allowing us to describe operating of a network based on the parametrical four-wave mixing process that is well-known in nonlinear optics. The recognition power of a network using parametric neurons operating with q different frequencies is considered. It is shown that the storage capacity of such a network is higher compared with the Potts-glass models.
Keywords
multiwave mixing; optical neural nets; optical storage; network recognition power; network storage capacity; nonlinear optics; optical neural network; parametric neurons; parametrical four-wave mixing process; Four-wave mixing; Frequency; Neural networks; Neurons; Nonlinear optics; Optical computing; Optical fiber networks; Optical filters; Optical mixing; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN
981-04-7524-1
Type
conf
DOI
10.1109/ICONIP.2002.1198966
Filename
1198966
Link To Document