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High-capacity photorefractive neural network implementing a Kohonen topological map

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Abstract

We designed and built a high-capacity neural network based on volume holographic interconnections in a photorefractive crystal. We used this system to implement a Kohonen topological map. We describe and justify our optical setup and present some experimental results of self-organization in the learning database.

© 2001 Optical Society of America

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