Design of memristive interface between electronic neurons

Nonlinear dynamics of two electronic oscillators coupled via a memristive device has been investigated. Such model mimics the interaction between synaptically coupled brain neurons with the memristive device imitating neuron axon. The synaptic connection is provided by the adaptive behavior of memri...

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Hauptverfasser: Gerasimova, S. A., Mikhaylov, A. N., Belov, A. I., Korolev, D. S., Guseinov, D. V., Lebedeva, A. V., Gorshkov, O. N., Kazantsev, V. B.
Format: Tagungsbericht
Sprache:eng
Online-Zugang:Volltext
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Beschreibung
Zusammenfassung:Nonlinear dynamics of two electronic oscillators coupled via a memristive device has been investigated. Such model mimics the interaction between synaptically coupled brain neurons with the memristive device imitating neuron axon. The synaptic connection is provided by the adaptive behavior of memristive device that changes its resistance under the action of spike-like activity. Mathematical model of such a memristive interface has been developed to describe and predict the experimentally observed regularities of forced synchronization of neuron-like oscillators.
ISSN:0094-243X
1551-7616
DOI:10.1063/1.5034744