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Proceedings Paper

Optical Neural Networks : System And Device Technologies
Author(s): Kazuo Kyuma; Jun Ohta; Keisuke Kojima; Takashi Nakayama
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Paper Abstract

System and device technologies for optical neural networks are described, with focusing on the Hopfield associative memories. The optical neural network with a stochastic process is first demonstrated to reduce the undesirable effects of local minima. The new architectures for large-scale neural networks using the time- and frequency-division multiplexing techniques are also proposed, together with their computer simulation results. Finally, several novel optical devices for all-optical neural networks, which include surface-emitting semiconductor laser arrays and ultrafast all-optical switching devices, are briefly described.

Paper Details

Date Published: 8 February 1988
PDF: 10 pages
Proc. SPIE 0963, Optical Computing '88, (8 February 1988); doi: 10.1117/12.947927
Show Author Affiliations
Kazuo Kyuma, Mitsubishi Electric Corporation (Japan)
Jun Ohta, Mitsubishi Electric Corporation (Japan)
Keisuke Kojima, Mitsubishi Electric Corporation (Japan)
Takashi Nakayama, Mitsubishi Electric Corporation (Japan)

Published in SPIE Proceedings Vol. 0963:
Optical Computing '88
Pierre H. Chavel; Joseph W. Goodman; Gerard Roblin, Editor(s)

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