Artificial neuron for neuromorphic chip with resistive synapses

Patent №

US 11,630,993

Granted

2023-04-18

Filed 2019

Owner

COMMISSARIAT À L'ÉNERGIE ATOMIQUE ET AUX ÉNERGIES ALTERNATIVES

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16703465

An artificial neuron for a neuromorphic chip comprises a synapse with resistive memory representative of a synaptic weight. The artificial neuron comprises a read circuit, an integration circuit and a logic circuit interposed between the read circuit and the integration circuit. The read circuit is configured to impose on the synapse a read voltage independent of the membrane voltage and to provide an analogue value representative of the synaptic weight. The logic circuit is configured to generate from the analogue value a pulse having a duration. The integration circuit comprises an accumulator of synaptic weights at the terminals of which a membrane voltage is established and a comparator configured to emit a postsynaptic pulse if a threshold is exceeded by the membrane voltage. Moreover, it comprises a source of current controlled by the pulse to inject a current into the accumulator of synaptic weights during this duration.

Machine learningAI hardwareG06N 3/049G06N 3/065G11C 11/34G11C 11/54G11C 13/0002G11C 13/004

AI classification

AI hardware1.00
Machine learning0.99
Vision0.02
Natural language0.00
Planning0.00
Speech0.00
Evolutionary computation0.00
Knowledge representation0.00

Ownership

COMMISSARIAT À L'ÉNERGIE ATOMIQUE ET AUX ÉNERGIES ALTERNATIVES

assignment · 521270294

Assignors

RUMMENS, FRANÇOIS, VALENTIAN, ALEXANDRE

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

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