Excitement and synchronization of small-world neuronal networks with short-term synaptic plasticity

Research output: Contribution to journalArticlepeer-review

32 Citations (Scopus)


Excitement and synchronization of electrically and chemically coupled Newman-Watts (NW) small-world neuronal networks with a short-term synaptic plasticity described by a modified Oja learning rule are investigated. For each type of neuronal network, the variation properties of synaptic weights are examined first. Then the effects of the learning rate, the coupling strength and the shortcut-adding probability on excitement and synchronization of the neuronal network are studied. It is shown that the synaptic learning suppresses the over-excitement, helps synchronization for the electrically coupled network but impairs synchronization for the chemically coupled one. Both the introduction of shortcuts and the increase of the coupling strength improve synchronization and they are helpful in increasing the excitement for the chemically coupled network, but have little effect on the excitement of the electrically coupled one.
Original languageEnglish
Pages (from-to)415–425
Number of pages11
JournalInternational Journal of Neural Systems
Issue number5
Publication statusPublished - Oct 2011


  • excitement
  • synchronization
  • neuronal
  • network
  • small-world
  • short-term synaptic plasticity


Dive into the research topics of 'Excitement and synchronization of small-world neuronal networks with short-term synaptic plasticity'. Together they form a unique fingerprint.

Cite this