METHOD AND APPARATUS FOR LEARNING IN A NEURAL NETWORK

Patent №

US 5,226,092

Granted

1993-07-06

Filed 1991

Owner

DIGITAL EQUIPMENT CORPORATION

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

07724381

A method and apparatus for speeding and enhancing the "learning" function of a computer configured as a multilayered, feed format artificial neural network using logistic functions as an activation function. The enhanced learning method provides a linear probing method for determining local minima values computed first along the gradient of the weight space and then adjusting the slope and direction of a linear probe line after determining the likelihood that a "ravine" has been encountered in the terrain of the weight space.

Machine learningVisionAI hardwareG06N 3/063G06N 3/0499G06N 3/08G06N 3/09G06N 3/10

AI classification

Machine learning1.00
AI hardware1.00
Vision0.99
Evolutionary computation0.07
Planning0.00
Natural language0.00
Knowledge representation0.00
Speech0.00

Ownership

DIGITAL EQUIPMENT CORPORATION

assignment · 57690339

Assignors

CHEN, KAIHU

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

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