IEEE Transactions on Neural Networks, volume 14, issue 6, pages 1569-1572
Simple model of spiking neurons
1
Neurosciences Institute, San Diego, CA, USA
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Publication type: Journal Article
Publication date: 2003-11-01
Journal:
IEEE Transactions on Neural Networks
SJR: —
CiteScore: —
Impact factor: —
ISSN: 10459227, 19410093
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.
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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
SN - 1045-9227
SN - 1941-0093
ER -
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BibTex (up to 50 authors)
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@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}
}
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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.