• Media type: E-Article
  • Title: A Theoretical Analysis of the Influence of Fixational Instability on the Development of Thalamocortical Connectivity
  • Contributor: Casile, Antonino; Rucci, Michele
  • Published: MIT Press - Journals, 2006
  • Published in: Neural Computation, 18 (2006) 3, Seite 569-590
  • Language: English
  • DOI: 10.1162/neco.2006.18.3.569
  • ISSN: 0899-7667; 1530-888X
  • Keywords: Cognitive Neuroscience ; Arts and Humanities (miscellaneous)
  • Origination:
  • Footnote:
  • Description: Under natural viewing conditions, the physiological instability of visual fixation keeps the projection of the stimulus on the retina in constant motion. After eye opening, chronic exposure to a constantly moving retinal image might influence the experience-dependent refinement of cell response characteristics. The results of previous modeling studies have suggested a contribution of fixational instability to the Hebbian maturation of the receptive fields of V1 simple cells (Rucci, Edelman, & Wray, 2000; Rucci & Casile, 2004). This letter examines the origins of such a contribution. Using quasilinear models of lateral geniculate nucleus units and V1 simple cells, we derive analytical expressions for the second- order statistics of thalamocortical activity before and after eye opening. We show that in the presence of natural stimulation, fixational instability introduces a spatially uncorrelated signal in the retinal input, which strongly influences the structure of correlated activity in the model. This input signal produces a regime of thalamocortical activity similar to that present before eye opening and compatible with the Hebbian maturation of cortical receptive fields.