METHOD AND APPARATUS FOR COMPUTER-SUPPORTED GENERATION OF AT LEAST ONE ARTIFICIAL TRAINING DATA VECTOR FOR A NEURAL NETWORK

Patent №

US 6,282,529

Granted

2001-08-28

Filed 1999

Owner

SIEMENS AKTIENGESELLSCHAFT

Lab

AI components

5

ml · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09254298

A method and apparatus for computer-supported generation of at least one artificial training data vector for a neural network is provided wherein a residual error is determined after a training of a neural network has occurred. A backward error is then determined from the residual error. Artificial training data vectors are generated from a statistical random process that is based on a statistical distribution, such that the respective backward error for an input of the neural network is taken into consideration.

AI classification

Machine learning1.00
Planning1.00
Vision1.00
AI hardware1.00
Evolutionary computation0.99
Natural language0.07
Knowledge representation0.04
Speech0.00

Ownership

SIEMENS AKTIENGESELLSCHAFT

assignment · 102530245

Assignors

NEUNEIER, RALF, ZIMMERMANN, HANS-GEORG

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

From the same owner

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