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
Ownership
SIEMENS AKTIENGESELLSCHAFT
assignment · 102530245
Assignors
NEUNEIER, RALF, ZIMMERMANN, HANS-GEORG
On an employer assignment, the assignors are typically the inventors.