REDUCING THE COST OF N MODULAR REDUNDANCY FOR NEURAL NETWORKS

Patent №

US 11,599,795

Granted

2023-03-07

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15806393

An N modular redundancy method, system, and computer program product include a computer-implemented N modular redundancy method for neural networks, the method including selectively replicating the neural network by employing one of checker neural networks and selective N modular redundancy (N-MR) applied only to critical computations.

Machine learningAI hardwareG06N 3/08G06F 11/1476G06N 3/045G06N 3/063G06N 3/082G06N 5/01

AI classification

Machine learning1.00
AI hardware1.00
Evolutionary computation0.38
Planning0.30
Knowledge representation0.25
Vision0.01
Natural language0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 440680904

Assignors

BOSE, PRADIP, BUYUKTOSUNOGLU, ALPER, ELDRIDGE, SCHUYLER, SWAMINATHAM, KARTHIK V, VEGA, AUGUSTO, VENKATARAMANI, SWAGATH

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

From the same owner

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