Which Model to Use for Cortical Spiking Neurons?
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- 13 September 2004
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Neural Networks
- Vol. 15 (5), 1063-1070
- https://doi.org/10.1109/tnn.2004.832719
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
This publication has 22 references indexed in Scilit:
- Spike-timing Dynamics of Neuronal GroupsCerebral Cortex, 2004
- Simple model of spiking neuronsIEEE Transactions on Neural Networks, 2003
- Bursts as a unit of neural information: selective communication via resonanceTrends in Neurosciences, 2003
- Resonate-and-fire neuronsNeural Networks, 2001
- NEURAL EXCITABILITY, SPIKING AND BURSTINGInternational Journal of Bifurcation and Chaos, 2000
- Intrinsic Dynamics in Neuronal Networks. I. TheoryJournal of Neurophysiology, 2000
- Class 1 neural excitability, conventional synapses, weakly connected networks, and mathematical foundations of pulse-coupled modelsIEEE Transactions on Neural Networks, 1999
- Weakly Connected Neural NetworksPublished by Springer Nature ,1997
- Parabolic Bursting in an Excitable System Coupled with a Slow OscillationSIAM Journal on Applied Mathematics, 1986
- Impulses and Physiological States in Theoretical Models of Nerve MembraneBiophysical Journal, 1961