NEUROMORPHIC MEMORY CIRCUIT USING A DENRITE LEAKY IINTEGRATE AND FIRE (LIF) CHARGE

Patent №

US 9,830,982

Granted

2017-11-28

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14749413

A method for operating a neuromorphic memory circuit. The method includes accumulating a dendrite LIF charge over time on a conductive dendrite LIF line. A first transmitting operation transmits an axon LIF pulse on a conductive axon LIF line. A first switching operation switches on a LIF transistor by the axon LIF pulse such that the LIF transistor provides a discharge path for the dendrite LIF charge through a programmable resistive memory element when the axon LIF line transmits the axon LIF pulse. A second transmitting operation transmits a dendrite STDP pulse if the dendrite LIF charge falls below a threshold voltage. A third transmitting operation transmits an axon STDP pulse on a conductive axon STDP line. A second switching operation switches on a STDP transistor by the axon STDP pulse. The STDP transistor provides an electrical path for the dendrite STDP pulse through the programmable resistive memory element when the axon STDP line transmits the axon STDP pulse.

Machine learningAI hardwareG11C 11/54G06N 3/049G06N 3/063G06N 3/088G11C 11/5678G11C 13/0002G11C 13/0004

AI classification

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

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 359000252

Assignors

KIM, SANGBUM, LAM, CHUNG H.

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

From the same owner

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