Electronic charge sharing CMOS-memristor neural circuit

Patent №

US 8,832,009

Granted

2014-09-09

Filed 2012

Owner

UNITED STATES AIR FORCE

+1 more

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13506856

CMOS-memristor circuit is constructed to behave as a trainable artificial synapse for neuromorphic hardware systems. The invention relies on the memristance of a memristor at the input side of the device to act as a reconfigurable weight that is adjusted to realize a desired function. The invention relies on charge sharing at the output to enable the summation of signals from multiple synapses at the input node of a neuron circuit, implemented using a CMOS amplifier circuit. The combination of several memristive synapses and a neuron circuit constitute a neuromorphic circuit capable of learning and implementing a multitude of possible functionalities.

Machine learningAI hardwareG06N 3/065G11C 11/54G11C 13/0007

AI classification

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

Ownership

UNITED STATES AIR FORCE

assignment · 331720388

AFRL/RIJ

correct · 334160836

Assignors

ROSE, GARRETT S, PINO, ROBINSON E

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

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