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

=Accuracy of a Neural Network (NN)=


==Organization Name==

[[:Category:AUTOBRAINS TECHNOLOGIES LTD|AUTOBRAINS TECHNOLOGIES LTD]]


[[Category:AUTOBRAINS TECHNOLOGIES LTD]]

==Inventor(s)==

[[:Category:Igal Raichelgauz of Tel Aviv (IL)|Igal Raichelgauz of Tel Aviv (IL)]][[Category: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.



[[Category:G06N3/088]]
[[Category:B60W60/00]]
[[Category:G06N3/09]]
[[Category:CPC_G06N3/088]]