KFU. Card publication. Bio-plausible model of electronic memristive neuron

KAZAN
FEDERAL UNIVERSITY

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- 中文
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BIO-PLAUSIBLE MODEL OF ELECTRONIC MEMRISTIVE NEURON

Form of presentation

Articles in international journals and collections

Year of publication

2018

Язык

английский

Authors, employees of KFU

Erokhin Viktor Vasilevich, author

Zykov Evgeniy Yurevich, author

Lavrov Igor Aleksandrovich, author

Talanov Maksim Olegovich, author

Bibliographic description in the original language

Talanov M., Zykov E., Lavrov I., Erokhin V. Bio-plausible model of electronic memristive neuron // European Jourmal Of Clinical Investigation - 2018. - Vol.48, P.223-224.

Annotation

In this position paper we introduce high-level design schematic and block diagram of a memristive electronic neuron that is capable of three types of STDP learning: excitatory: Hebbian or 1/x, inhibitory: «sombrero« and sinusoidal like function. The proposed schematic is also capable of neuromodulation via dopamine D1 receptor that modulates the amplitude of learning functions. The proposed high-level black diagram of a memristive neuron device is designed to be used in neuromorphic prosthesis devices in invasive and non-invasive manner, as well as exoskeletons and robotic devices.

Keywords

neuromodulation, inhibition, memristive device, dopamine, neuromorphic computing, affective computing, artificial intelligence

The name of the journal

EUROPEAN JOURNAL OF CLINICAL INVESTIGATION

URL

https://onlinelibrary.wiley.com/doi/full/10.1111/eci.12926

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

https://repository.kpfu.ru/eng/?p_id=184995&p_lang=2

Resource files

File name	Size (MB)	Format
Zykov.pdf	0,46	pdf	show / download

Full metadata record

Field DC	Value	Language
dc.contributor.author	Erokhin Viktor Vasilevich	ru_RU
dc.contributor.author	Zykov Evgeniy Yurevich	ru_RU
dc.contributor.author	Lavrov Igor Aleksandrovich	ru_RU
dc.contributor.author	Talanov Maksim Olegovich	ru_RU
dc.date.accessioned	2018-01-01T00:00:00Z	ru_RU
dc.date.available	2018-01-01T00:00:00Z	ru_RU
dc.date.issued	2018	ru_RU
dc.identifier.citation	Talanov M., Zykov E., Lavrov I., Erokhin V. Bio-plausible model of electronic memristive neuron // European Jourmal Of Clinical Investigation - 2018. - Vol.48, P.223-224.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=184995&p_lang=2	ru_RU
dc.description.abstract	EUROPEAN JOURNAL OF CLINICAL INVESTIGATION	ru_RU
dc.description.abstract	In this position paper we introduce high-level design schematic and block diagram of a memristive electronic neuron that is capable of three types of STDP learning: excitatory: Hebbian or 1/x, inhibitory: «sombrero« and sinusoidal like function. The proposed schematic is also capable of neuromodulation via dopamine D1 receptor that modulates the amplitude of learning functions. The proposed high-level black diagram of a memristive neuron device is designed to be used in neuromorphic prosthesis devices in invasive and non-invasive manner, as well as exoskeletons and robotic devices.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	neuromodulation	ru_RU
dc.subject	inhibition	ru_RU
dc.subject	memristive device	ru_RU
dc.subject	dopamine	ru_RU
dc.subject	neuromorphic computing	ru_RU
dc.subject	affective computing	ru_RU
dc.subject	artificial intelligence	ru_RU
dc.title	Bio-plausible model of electronic memristive neuron	ru_RU
dc.type	Articles in international journals and collections	ru_RU