Temporal coding in neuronal Populations in the presence of axonal and dendritic conduction time delays

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Time delays are a ubiquitous feature of neuronal systems. Synaptic integration between spiking neurones is subject to time delays at the axonal and dendritic level. Recent evidence suggests that temporal coding on a millisecond time scale may be an important functional mechanism for synaptic integration. This study uses biophysical neurone models to examine the influence of dendritic and axonal conduction time delays on the sensitivity of a neurone to temporal coding in populations of synaptic inputs. The results suggest that these delays do not affect the sensitivity of a neurone to the presence of temporal correlation amongst input spike trains, and point to a mechanism other than electrotonic conduction of EPSPs to describe neural integration under conditions of large scale synaptic input. The results also suggest that it is the common modulation rather than the synchronous aspect of temporal coding in the input spike trains which neurones are sensitive to.

Original languageEnglish
Title of host publicationEMERGENT NEURAL COMPUTATIONAL ARCHITECTURES BASED ON NEUROSCIENCE: TOWARDS NEUROSCIENCE-INSPIRED COMPUTING
Place of PublicationBERLIN
PublisherSpringer
Pages285-295
Number of pages11
Publication statusPublished - 2001

Keywords

  • IDENTIFIED ALPHA-MOTONEURONS
  • COINCIDENCE DETECTOR
  • BACKGROUND ACTIVITY
  • CORTICAL-NEURONS
  • SPIKE TRAINS
  • INTEGRATION
  • CELLS
  • ARCHITECTURE
  • CONNECTIVITY
  • EPSPS

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