Processing

Please wait...

PATENTSCOPE will be unavailable a few hours for maintenance reason on Tuesday 25.01.2022 at 9:00 AM CET
Settings

Settings

Goto Application

1. WO2022008032 - CONSTRUCTION OF BINARY NEURAL NETWORKS

Publication Number WO/2022/008032
Publication Date 13.01.2022
International Application No. PCT/EP2020/068997
International Filing Date 06.07.2020
IPC
G06N 3/08 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
Applicants
  • HUAWEI TECHNOLOGIES CO., LTD. [CN]/[CN]
  • NGUYEN, Van Minh [FR]/[FR] (US)
Inventors
  • NGUYEN, Van Minh
  • BELFIORE, Jean-Claude
  • DEBBAH, Merouane
Agents
  • KREUZ, Georg
Priority Data
Publication Language English (en)
Filing Language English (EN)
Designated States
Title
(EN) CONSTRUCTION OF BINARY NEURAL NETWORKS
(FR) CONSTRUCTION DE RÉSEAUX NEURONAUX BINAIRES
Abstract
(EN) A method and a computing device for constructing and/or training a binary neural network, BNN, are disclosed. The method may remove a knot from a layer of a BNN by adding a new neuron to the layer and solving appropriate weights for the new neuron. A BNN can be constructed and/or trained by repeating this process for consecutive layers of the BNN.
(FR) La divulgation concerne un procédé et un dispositif informatique permettant de construire et/ou de former un réseau neuronal binaire, BNN. Le procédé peut éliminer un nœud d'une couche d'un BNN par l'ajout d'un nouveau neurone à la couche et par la résolution de poids appropriés du nouveau neurone. Un BNN peut être construit et/ou formé par la répétition de ce procédé destiné à des couches consécutives du BNN.
Latest bibliographic data on file with the International Bureau