OPTICAL NEURAL NETWORK SYSTEM

Patent №

US 5,113,485

Granted

1992-05-12

Filed 1990

Owner

HITACHI, LTD.

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

07615081

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.

AI classification

AI hardware1.00
Machine learning0.99
Vision0.01
Natural language0.00
Knowledge representation0.00
Speech0.00
Evolutionary computation0.00
Planning0.00

Ownership

HITACHI, LTD.

assignment · 55120293

Assignors

HORAN, PAUL, ARIMOTO, AKIRA

On an employer assignment, the assignors are typically the inventors.

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