Patent · US Active

Artificial neural network configuration and deployment

US12093817B2 · kind B2 · utility

0Cited by

2References

19Claims

0Family size

Assignee

CITY UNIVERSITY OF HONG KONG · CN

Inventors

Tei-Wei Kuo · New Taipei, TW
Antoni Chan · Kowloon, CN
Chun Xue · Shanxi, CN
Yufei Cui
Ziquan Liu · 安丰镇, CN
Wuguannan Yao
Qiao Li · Chongqing, CN

Key dates

Filing date	Aug 24, 2020
Grant date	Sep 17, 2024
Priority date	—
Expiry date	Oct 12, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/063
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A computer-implemented method and a system for configuring and implementing an artificial neural network. The method for configuring includes initializing an artificial neural network; and training, based on a training operation, the artificial neural network so as to form an adaptively deployable artificial neural network defining a plurality of nested artificial neural sub-networks. Each artificial neural sub-network is optimal for a respective resource configuration. The method for implementing includes determining an optimal configuration of the artificial neural network for deployment at an electrical device, and deploying the artificial neural network with the optimal configuration at the electrical device.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.