IMPLEMENTING STOCHASTIC NETWORKS USING MAGNETIC TUNNEL JUNCTIONS

Patent №

US 10,832,151

Granted

2020-11-10

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15243802

Embodiments of the invention relate to implementing a probabilistic graphical model (PGM) using magnetic tunnel junctions (MTJs). One embodiment comprises a memory array of magnetic tunnel junctions and a driver unit for programming the memory array to represent a probabilistic graphical model. The magnetic tunnel junctions are organized into multiple subsets of magnetic tunnel junctions. The driver unit selectively applies an electrical pulse to a subset of magnetic tunnel junctions to program information representing a probabilistic belief state in said subset of magnetic tunnel junctions.

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation0.92
Planning0.78
Natural language0.01
Speech0.00
Vision0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 395010342

Assignors

JACKSON, BRYAN L., MODHA, DHARMENDRA S.

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

From the same owner

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