METHOD AND SYSTEM FOR PATTERN ANALYSIS USING A COARSE-CODED NEURAL NETWORK

Patent №

US 5,333,210

Granted

1994-07-26

Filed 1992

Owner

NATIONAL AERONAUTICS AND SPACE ADMINISTRATION, THE UNITED STATES OF AMERICA AS REPRESENTED BY THE ADMINISTRATOR OF THE

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

07908141

A method and system for performing pattern analysis with a neural network coarse-code a pattern to be analyzed so as to form a plurality of sub-patterns collectively defined by data. Each of the sub-patterns comprises sets of sub-pattern data. The neural network includes a plurality of fields, each field being associated with one of the sub-patterns so as to receive the sub-pattern data therefrom. Training and testing by the neural network then proceeds in the usual way, with one modification: the transfer function thresholds the value obtained from summing the weighted products of each field over all sub-patterns associated with each pattern being analyzed by the system.

AI classification

Machine learning1.00
AI hardware1.00
Vision0.99
Speech0.11
Natural language0.01
Planning0.00
Knowledge representation0.00
Evolutionary computation0.00

Ownership

NATIONAL AERONAUTICS AND SPACE ADMINISTRATION, THE UNITED STATES OF AMERICA AS REPRESENTED BY THE ADMINISTRATOR OF THE

assignment · 62110466

Assignors

SPIRKOVSKA, LILJANA, REID, MAX B.

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

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