AUTOBRAINS TECHNOLOGIES LTD (20250086465). Accuracy of a Neural Network (NN)

Accuracy of a Neural Network (NN)

Organization Name

AUTOBRAINS TECHNOLOGIES LTD

Inventor(s)

Igal Raichelgauz of Tel Aviv (IL)

Accuracy of a Neural Network (NN)

This abstract first appeared for US patent application 20250086465 titled 'Accuracy of a Neural Network (NN)

Original Abstract Submitted

a method that is computer implemented for improving an accuracy of a neural network (nn) used for classification, the method includes obtaining a signature generated by a signature generator, the signature represents at least a part of a sensed information unit (siu); calculating, by a controller, a distance between the signature and a reference signature that is associated with an error; and determining, by the controller, that the signature is associated with the error when the distance does not exceed a distance threshold. the reference signature is a cluster signature that represents a cluster of signatures, the cluster of signatures includes (i) first signatures that are determined, during a supervised learning process associated with at least partially autonomous driving, to be associated with the error; and (ii) second signatures that are generated during an unsupervised learning process for the autonomous driving scenario, and exhibit a defined similarity with the first signatures.