A population study of integrate-and-fire-or-burst neurons

Neural Comput. 2002 May;14(5):957-86. doi: 10.1162/089976602753633349.

Abstract

Any realistic model of the neuronal pathway from the retina to the visual cortex (V1) must account for the bursting behavior of neurons in the lateral geniculate nucleus (LGN). A robust but minimal model, the integrate-and-fire-or-burst (IFB) model, has recently been proposed for individual LGN neurons. Based on this, we derive a dynamic population model and study a population of such LGN cells. This population model, the first simulation of its kind evolving in a two-dimensional phase space, is used to study the behavior of bursting populations in response to diverse stimulus conditions.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Action Potentials / physiology
  • Animals
  • Geniculate Bodies / cytology
  • Geniculate Bodies / physiology*
  • Models, Neurological*
  • Neurons / physiology*
  • Periodicity
  • Visual Pathways / cytology
  • Visual Pathways / physiology