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A Capacitor-Less CMOS Neuron Circuit for Neuromemristive Networks

Abstract : CMOS neuron circuits used to implement neuromorphic chips require extensive circuitry to program the memristive cell, thus eliminating most of the density advantage gained by the adoption of memristive synapses. This paper presents a CMOS neuron circuit that provides a compact and cost-efficient programming interface in which semiconductor capacitors are replaced by a memristive device. The neuron circuit also features an adjustable firing threshold with a strict control of the power consumption during the learning process.
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https://hal-lirmm.ccsd.cnrs.fr/lirmm-02395325
Contributor : Patrick Girard <>
Submitted on : Friday, December 6, 2019 - 12:33:17 PM
Last modification on : Wednesday, March 25, 2020 - 3:50:03 PM

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  • HAL Id : lirmm-02395325, version 1

Citation

Hassen Aziza, Mathieu Moreau, Jean-Michel Portal, Arnaud Virazel, Patrick Girard. A Capacitor-Less CMOS Neuron Circuit for Neuromemristive Networks. 17th International Conference on Electronics Circuits and Systems (NEWCAS), Jun 2019, Munich, Germany. ⟨lirmm-02395325⟩

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