DocumentCode
1099681
Title
Which model to use for cortical spiking neurons?
Author
Izhikevich, Eugene M.
Author_Institution
Neurosci.s Inst., San Diego, CA, USA
Volume
15
Issue
5
fYear
2004
Firstpage
1063
Lastpage
1070
Abstract
We discuss the biological plausibility and computational efficiency of some of the most useful models of spiking and bursting neurons. We compare their applicability to large-scale simulations of cortical neural networks.
Keywords
neural nets; neurophysiology; biological plausibility; bursting neurons; computational efficiency; cortical neural networks; cortical spiking neurons; Artificial neural networks; Biological neural networks; Biological system modeling; Computational efficiency; Computational modeling; Fires; Frequency; Information processing; Large-scale systems; Neurons; Action Potentials; Animals; Cerebral Cortex; Humans; Models, Neurological; Nerve Net; Neural Pathways; Neurons; Nonlinear Dynamics; Reaction Time; Synapses; Synaptic Transmission;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/TNN.2004.832719
Filename
1333071
Link To Document