KFU. Card publication. Design and implementation of memristive neuron leakage integrator, and learning feedback

KAZAN
FEDERAL UNIVERSITY

- RUS
- 中文
- ES

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

Form of presentation

Articles in international journals and collections

Year of publication

2021

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Authors, employees of KFU

Zykov Evgeniy Yurevich, author

Talanov Maksim Olegovich, author

Bibliographic description in the original language

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.

Annotation

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.

Keywords

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

The name of the journal

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

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=255085&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Zykov Evgeniy Yurevich	ru_RU
dc.contributor.author	Talanov Maksim Olegovich	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/eng/?p_id=255085&p_lang=2	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	Articles in international journals and collections	ru_RU