Verfahren und Vorrichtung zum Lernen auf einer Vorrichtung auf der Basis mehrerer Instanzen von Inferenzarbeitslasten

Details

Veröffentlichungs-Nr.

EP4498284

Aktenzeichen

EP24154497

Anmeldetag

29. Januar 2024

Veröffentlichung

29. Januar 2025

Rechtsraum

EP

IPC

G06N3/045G06N3/047G06N3/084G06N3/044

Abstract

The present disclosure relates to a method of training a neural network (Net1) using a circuit comprising a memory (104) and a processing device (102), the method comprising: performing a first forward inference pass through the neural network based on input features to generate first activations, and generating an error based on a target value, and storing said error to the memory (104); and performing, for each layer of the neural network (Net1): a modulated forward inference pass; before, during or after the modulated forward inference pass, a second forward inference pass based on said input features to regenerate one or more first activations; and updating one or more weights in the neural network (Net1) based on the modulated activations and said one or more regenerated first activations.

Anmelder

Firmen

STMicroelectronics International N.V.
STMicroelectronics S.r.l.

Land

🇨🇭 Schweiz

Fachgebiete