Optical competitive learning with VLSI/liquid-crystal winner-take-all modulators

K Wagner, TM Slagle - Applied Optics, 1993 - opg.optica.org
A new approach to self-aligning unsupervised optical learning based on the competitive
learning algorithm and adaptive holographic interconnections is introduced. A volume …

Winner-take-all spatial light modulator

TM Slagle, K Wagner - Optics letters, 1992 - opg.optica.org
An optical winner-take-all spatial light modulator has been implemented with very-large-
scale integrated-circuit/liquid-crystal device technology. One-dimensional arrays varying in …

Competitive optoelectronic learning networks

KH Wagner, RE Feinleib - Neural network models for optical …, 1988 - spiedigitallibrary.org
Electronic competiton for a fixed current resource can be used to mediate a winner-take-all
operation on an array of optical beams, using a special-purpose optoelectronic integrated …

Multilayer optical learning networks

K Wagner, D Psaltis - Applied Optics, 1987 - opg.optica.org
A new approach to learning in a multilayer optical neural network based on holographically
interconnected nonlinear devices is presented. The proposed network can learn the …

Optical neural networks based on liquid-crystal light valves and photorefractive crystals

Y Owechko, BH Soffer - Liquid-Crystal Devices and Materials, 1991 - spiedigitallibrary.org
This paper describes an optical holographic interconnection method for neural network
implementations in which each connection weight is distributed among many angularly and …

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

EG Paek, JR Wullert, JS Patel - Optics letters, 1989 - opg.optica.org
An optical learning machine that has multicategory classification capability is demonstrated.
The system exactly implements the single-layer perceptron algorithm and is fully parallel …

Optical neural network with pocket-sized liquid-crystal televisions

TS Francis, T Lu, X Yang, DA Gregory - Optics Letters, 1990 - opg.optica.org
Optical neural network with pocket-sized liquid-crystal televisions clickable element to expand
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Adaptive neural network in a hybrid optical/electronic architecture using lateral inhibition

PJ de Groot, RJ Noll - Applied optics, 1989 - opg.optica.org
We report the optical implementation of a neural network based on a nearest matched filter
algorithm and extensive lateral inhibition. Extremely rapid learning is demonstrated in …

IV Adaptive Multilayer Optical Networks

D Psaltis, Y Qiao - Progress in optics, 1993 - Elsevier
Publisher Summary This chapter discusses the adaptive multilayer optical networks. The
chapter describes an experimental two-layer optical neural network recently built at …

Iterative generation of holograms on spatial light modulators

U Mahlab, J Rosen, J Shamir - Optics letters, 1990 - opg.optica.org
Iterative learning procedures on a hybrid electro-optic system can be employed to generate
holograms on inexpensive liquid-crystal-television spatial light modulators. The algorithm …