КФУ. Карточка публикации. Design and implementation of memristive neuron leakage integrator, and learning feedback

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DESIGN AND IMPLEMENTATION OF MEMRISTIVE NEURON LEAKAGE INTEGRATOR, AND LEARNING FEEDBACK

Форма представления

Статьи в зарубежных журналах и сборниках

Год публикации

2021

Язык

английский

Авторы, сотрудники КФУ

Зыков Евгений Юрьевич, автор

Таланов Максим Олегович, автор

Библиографическое описание на языке оригинала

Masaev D, Talanov M, Zykov E, Design and implementation of memristive neuron leakage integrator, and learning feedback // SIBCON 2021 - International Siberian Conference on Control and Communications. - 2021. - Vol., Is.. - Art. № 9438877.

Аннотация

In this paper we present results of the simulation and physical implementation of eSTDP and iSTDP learning functions for memristive devices, bio-plausible neurons, and soma leakage integrator. The implementation of the STDP is implemented as memristive neuron schematic with excitatory, and inhibitory inputs. Wiring schematic for all cases as well as the simulatory experiments results are implemented in LTSpice simulator. The physical implementation is done via analog op-amps resistors and capacitors.

Ключевые слова

bio-plausible electronic neuron, leakage integrator, learning feedback, neuromorphic computing, organic electronics

Название журнала

SIBCON 2021 - International Siberian Conference on Control and Communications

URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107690567&doi=10.1109%2fSIBCON50419.2021.9438877&partnerID=40&md5=676bec179fbf62cfb06c50ad2ea798b1

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https://repository.kpfu.ru/?p_id=255085

Полная запись метаданных

Поле DC	Значение	Язык
dc.contributor.author	Зыков Евгений Юрьевич	ru_RU
dc.contributor.author	Таланов Максим Олегович	ru_RU
dc.date.accessioned	2021-01-01T00:00:00Z	ru_RU
dc.date.available	2021-01-01T00:00:00Z	ru_RU
dc.date.issued	2021	ru_RU
dc.identifier.citation	Masaev D, Talanov M, Zykov E, Design and implementation of memristive neuron leakage integrator, and learning feedback // SIBCON 2021 - International Siberian Conference on Control and Communications. - 2021. - Vol., Is.. - Art. № 9438877.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/?p_id=255085	ru_RU
dc.description.abstract	SIBCON 2021 - International Siberian Conference on Control and Communications	ru_RU
dc.description.abstract	In this paper we present results of the simulation and physical implementation of eSTDP and iSTDP learning functions for memristive devices, bio-plausible neurons, and soma leakage integrator. The implementation of the STDP is implemented as memristive neuron schematic with excitatory, and inhibitory inputs. Wiring schematic for all cases as well as the simulatory experiments results are implemented in LTSpice simulator. The physical implementation is done via analog op-amps resistors and capacitors.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	bio-plausible electronic neuron	ru_RU
dc.subject	leakage integrator	ru_RU
dc.subject	learning feedback	ru_RU
dc.subject	neuromorphic computing	ru_RU
dc.subject	organic electronics	ru_RU
dc.title	Design and implementation of memristive neuron leakage integrator, and learning feedback	ru_RU
dc.type	Статьи в зарубежных журналах и сборниках	ru_RU