IEEE Transactions on Neural Networks, volume 14, issue 6, pages 1569-1572

Simple model of spiking neurons

E M Izhikevich ¹

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Neurosciences Institute, San Diego, CA, USA |

Publication type: Journal Article

Publication date: 2003-11-01

Institute of Electrical and Electronics Engineers (IEEE)

Journal: 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.

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

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

RIS |

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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.

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Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Journal

IEEE Transactions on Neural Networks

SJR

—

CiteScore

—

Impact factor

—

ISSN

10459227 (Print)

19410093 (Electronic)