METHOD AND APPARATUS FOR PERFORMING CLOSE-LOOP PROGRAMMING OF RESISTIVE MEMORY DEVICES IN CROSSBAR ARRAY BASED HARDWARE CIRCUITS AND SYSTEMS
Patent №
US 9,715,655
Granted
2017-07-25
Filed 2014
Owner
UNITED STATES AIR FORCE
Lab
—
AI components
3
ml · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14328043
Method and apparatus for performing close-loop programming of resistive memory devices in crossbar array based hardware circuits and systems. Invention provides iterative training of memristor crossbar arrays for neural networks by applying voltages corresponding to selected training patterns. Error is detected and measured as a function of the actual response to the training patterns versus the expected response to the training pattern.
AI classification
Ownership
UNITED STATES AIR FORCE
assignment · 427630082
Assignors
LINDERMAN, RICHARD, WU, QING, ROSE, GARRETT, LI, HAI, CHEN, YIRAN, HU, MIAO
On an employer assignment, the assignors are typically the inventors.