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Holographic implementation of a learning machine based on a multicategory perceptron algorithm

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Abstract

An optical learning machine that has multicategory classification capability is demonstrated. The system exactly implements the single-layer perceptron algorithm and is fully parallel and analog. Experimental results on the learning by examples obtained from the system are described.

© 1989 Optical Society of America

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