METHOD AND SYSTEM FOR MINIMIZING IMPACT OF FAULTY NODES ASSOCIATED WITH AN ARTIFICIAL NEURAL NETWORK

Patent №

US 11,537,883

Granted

2022-12-27

Filed 2020

Owner

WIPRO LIMITED

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16732449

A technique is provided for minimizing impact of a faulty node associated with an artificial network. The technique includes detecting a faulty node associated with the artificial neural network. The faulty node causes a faulty path in the artificial neural network. Further, a plurality of alternate paths are identified to reroute the faulty path. Based on the identified plurality of alternate paths, the faulty path is rerouted by assigning one or more weights associated with the faulty node to one or more nodes associated with the plurality of alternate paths.

Machine learningKnowledge representationPlanningAI hardwareG06N 3/08G06N 3/082G06N 3/04G06N 3/0495G06N 3/0499G06N 3/063G06N 3/09

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation0.99
Planning0.82
Vision0.15
Natural language0.06
Evolutionary computation0.00
Speech0.00

Ownership

WIPRO LIMITED

assignment · 514580854

Assignors

IYER, MANJUNATH RAMACHANDRA

On an employer assignment, the assignors are typically the inventors.

From the same owner

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