ORTHOGONAL FUNCTIONAL BASIS METHOD FOR FUNCTION APPROXIMATION

Patent №

US 6,463,341

Granted

2002-10-08

Filed 1999

Owner

GOVERNMENT OF THE UNITED STATES OF AMERICA AS REPRESENTED BY THE SECRETARY OF THE AIR FORCE, THE

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09326441

An orthogonal functional basis method for function approximation is disclosed. Starting with the orthogonal least squares method, a new subset selection method for selecting a set of appropriate basis functions is explained where, instead of picking a subset from a given functional basis, the subset is selected from a combination of functional basis evolved from a set of heterogeneous basis functions. The method results in a more efficient neural network.

Machine learningAI hardwareG06N 3/08G06N 3/0499G06N 3/082G06N 3/09

AI classification

Machine learning1.00
AI hardware1.00
Speech0.13
Knowledge representation0.10
Vision0.05
Evolutionary computation0.04
Planning0.00
Natural language0.00

Ownership

GOVERNMENT OF THE UNITED STATES OF AMERICA AS REPRESENTED BY THE SECRETARY OF THE AIR FORCE, THE

assignment · 115370636

Assignors

CAO, YANG, CHEN, CHUN-LUNG P., LECLAIR, STEVEN R.

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

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