Optical interconnect and neural network applications based on a simplified holographic N4 recording technique

Freddie Shing-Hong Lin; Thomas Taiwei Lu; Andrew A. Kostrzewski; Hung Chou

doi:10.1117/12.49646

11 November 1991 Optical interconnect and neural network applications based on a simplified holographic N4 recording technique

Freddie Shing-Hong Lin, Thomas Taiwei Lu, Andrew A. Kostrzewski, Hung Chou

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Proceedings Volume 1558, Wave Propagation and Scattering in Varied Media II; (1991) https://doi.org/10.1117/12.49646
Event: San Diego, '91, 1991, San Diego, CA, United States

Abstract

This paper presents a large-scale static holographic optical neural network (HONN) based on volume holographic materials. A 1024 neuron HONN has been experimentally demonstrated for pattern recognition operations. It is possible to build a compact size and cost-effective HONN of 64,000 neurons which is capable of storing up to 20,000 training patterns and performing parallel processing in high speed (10 exp 13 interconnections per second).

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Freddie Shing-Hong Lin, Thomas Taiwei Lu, Andrew A. Kostrzewski, and Hung Chou "Optical interconnect and neural network applications based on a simplified holographic N4 recording technique", Proc. SPIE 1558, Wave Propagation and Scattering in Varied Media II, (11 November 1991); https://doi.org/10.1117/12.49646

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KEYWORDS

Holography

Neural networks

Neurons

Spatial light modulators

Diffusers

Holograms

Scattering

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