Institute of Electrical and Electronics Engineers (IEEE)

IEEE Transactions on Neural Networks

, volume 14 , issue 6 , pages 1569-1572

Simple model of spiking neurons

E M Izhikevich ¹

Hide authors affiliations Show authors affiliations: 1 affiliation

Neurosciences Institute, San Diego, CA, USA |

Publication type: Journal Article

Publication date: 2003-11-01

Institute of Electrical and Electronics Engineers (IEEE)

IEEE Transactions on Neural Networks

SJR: —

CiteScore: —

Impact factor: —

ISSN: 10459227, 19410093

DOI: 10.1109/TNN.2003.820440

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PubMed ID: 18244602

Computer Science Applications

General Medicine

Computer Networks and Communications

Artificial Intelligence

Software

Abstract

A model is presented that reproduces spiking and bursting behavior of known types of cortical neurons. The model combines the biologically plausibility of Hodgkin-Huxley-type dynamics and the computational efficiency of integrate-and-fire neurons. Using this model, one can simulate tens of thousands of spiking cortical neurons in real time (1 ms resolution) using a desktop PC.

Found

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Lobachevsky State University of Nizhny Novgorod

Moscow Institute of Physics and Technology

Southern Federal University

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Shchanikov Sergey

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h-index: 9

Moscow Institute of Physics and Technology

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Nazhestkin Ivan

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Russian Quantum Center

Moscow Institute of Physics and Technology

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Pospelov Nikita

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Degenaar Patrick

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Yin Xunzhao

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Zhejiang University

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Namiki Shigehiro

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University of Tokyo

Howard Hughes Medical Institute

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Zaitsev Aleksey

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I. M. Sechenov Institute of Evolutionary Physiology and Biochemistry of the Russian Academy of Sciences

Peter the Great St. Petersburg Polytechnic University

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Butusov Denis

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Saint Petersburg Electrotechnical University "LETI"

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Vladimir State University

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GOST Copy

Izhikevich E. M. Simple model of spiking neurons // IEEE Transactions on Neural Networks. 2003. Vol. 14. No. 6. pp. 1569-1572.

GOST all authors (up to 50) Copy

Izhikevich E. M. Simple model of spiking neurons // IEEE Transactions on Neural Networks. 2003. Vol. 14. No. 6. pp. 1569-1572.

RIS |

Cite this

RIS Copy

TY - JOUR

DO - 10.1109/TNN.2003.820440

UR - https://doi.org/10.1109/TNN.2003.820440

TI - Simple model of spiking neurons

T2 - IEEE Transactions on Neural Networks

AU - Izhikevich, E M

PY - 2003

DA - 2003/11/01

PB - Institute of Electrical and Electronics Engineers (IEEE)

SP - 1569-1572

IS - 6

VL - 14

PMID - 18244602

SN - 1045-9227

SN - 1941-0093

ER -

BibTex |

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BibTex (up to 50 authors) Copy

@article{2003_Izhikevich,

author = {E M Izhikevich},

title = {Simple model of spiking neurons},

journal = {IEEE Transactions on Neural Networks},

year = {2003},

volume = {14},

publisher = {Institute of Electrical and Electronics Engineers (IEEE)},

month = {nov},

url = {https://doi.org/10.1109/TNN.2003.820440},

number = {6},

pages = {1569--1572},

doi = {10.1109/TNN.2003.820440}

}

MLA

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MLA Copy

Izhikevich, E. M.. “Simple model of spiking neurons.” IEEE Transactions on Neural Networks, vol. 14, no. 6, Nov. 2003, pp. 1569-1572. https://doi.org/10.1109/TNN.2003.820440.

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Journal

IEEE Transactions on Neural Networks

SJR

—

CiteScore

—

Impact factor

—

ISSN

10459227 (Print)

19410093 (Electronic)