MEMORY CONFIGURATION FOR IMPLEMENTING A NEURAL NETWORK

Patent №

US 11,301,752

Granted

2022-04-12

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15791652

Weights of a neural network are initialized by programming a plurality of unit cells. A given one of the plurality of unit cells includes one or more static random-access memory cells and a digital to analog converter device. The digital to analog converter device is configured to receive one or more outputs produced by respective ones of the one or more static random-access memory cells. An amount of error associated with the initialized weights is determined. The initialized weights are adjusted in response to the amount of error exceeding a threshold amount of error.

Machine learningAI hardwareG06N 3/065G06N 3/084G06N 3/044G06N 3/0442G06N 3/045G06N 3/0464G06N 3/08G06N 3/09+1 more

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation0.30
Vision0.09
Evolutionary computation0.03
Natural language0.02
Speech0.00
Planning0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 439340516

Assignors

LEOBANDUNG, EFFENDI

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

From the same owner

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