A model synapse that incorporates the properties of short- and long-term synaptic plasticity

Neural Netw. 2003 Oct;16(8):1161-77. doi: 10.1016/S0893-6080(03)00135-7.

Abstract

We propose a general computer model of a synapse, which incorporates mechanisms responsible for the realization of both short- and long-term synaptic plasticity-the two forms of experimentally observed plasticity that seem to be very significant for the performance of neuronal networks. The model consists of a presynaptic part based on the earlier 'double barrier synapse' model, and a postsynaptic compartment which is connected to the presynaptic terminal via a feedback, the sign and magnitude of which depend on postsynaptic Ca(2+) concentration. The feedback increases or decreases the amount of neurotransmitter which is in a ready for release state. The model adequately reproduced the phenomena of short- and long-term plasticity observed experimentally in hippocampal slices for CA3-CA1 synapses. The proposed model may be used in the investigation of certain real synapses to estimate their physiological parameters, and in the construction of realistic neuronal networks.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Computer Simulation
  • Excitatory Postsynaptic Potentials
  • Feedback
  • Hippocampus / physiology
  • In Vitro Techniques
  • Long-Term Potentiation / physiology
  • Male
  • Models, Neurological*
  • Neuronal Plasticity / physiology*
  • Neurotransmitter Agents / metabolism
  • Rats
  • Rats, Wistar
  • Synapses / physiology*
  • Synaptic Transmission / physiology

Substances

  • Neurotransmitter Agents