Optical implementation of the Kak neural network

We show that the Kak neural network is suitable for optical implementation using a bipolar matrix vector multiplier. We demonstrate how the CC4 algorithm, with suitable modifications to the structure and training algorithm, may be used to build an optical neural network implementing N-Parity.

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Bibliographic Details
Published in:Information sciences 2005-03, Vol.171 (1), p.273-287
Main Authors: Shortt, A., Keating, J.G., Moulinier, L., Pannell, C.N.
Format: Article
Language:English
Subjects:
Kak neural network
Optical computing
Optical neural network
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Description
Summary:We show that the Kak neural network is suitable for optical implementation using a bipolar matrix vector multiplier. We demonstrate how the CC4 algorithm, with suitable modifications to the structure and training algorithm, may be used to build an optical neural network implementing N-Parity.
ISSN:0020-0255
1872-6291
DOI:10.1016/j.ins.2004.02.028