Which model to use for cortical spiking neurons?

IEEE Trans Neural Netw. 2004 Sep;15(5):1063-70. doi: 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.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Action Potentials / physiology*
  • Animals
  • Cerebral Cortex / physiology*
  • Humans
  • Models, Neurological*
  • Nerve Net / physiology*
  • Neural Pathways / physiology*
  • Neurons / physiology*
  • Nonlinear Dynamics
  • Reaction Time
  • Synapses / physiology
  • Synaptic Transmission / physiology