Optical neural network system

Details Optical neural network system Optical neural network system

1993-01-27

1995-02-28

Ben, Loha

Optical: systems and elements

Optical computing without diffraction

359245, 359306, 359310, 364822, G06E 100

Patent

active

053942574

ABSTRACT:
An optical system of an optical neural network model for parallel data processing is disclosed. Taking advantage of the fact that an auto-correlation matrix is symmetric with respect to a main diagonal and the weights for modulating the values of diagonals of the auto-correlation matrix are equal to each other, the configuration of an optical modulation unit is simplified by a one-dimensional modulation array on the one hand, and both positive and negative weights are capable of being computed at the same time on the other hand. In particular, the optical system makes up a second-order neural network exhibiting invariant characteristics against the translation and scale.

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Giles, C. Lee, "Learning, Invariance, and Generalization in High-Order Neural Networks", Applied Optics, V. 26, No. 23, Dec. 1, 1987, pp. 4972-4978.
Athale, R., et al., "Rapid Communications", Applied Optics, V. 21, No. 12, Jun. 14, 1982, pp. 2089-2090.

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