Stimulus specificity of cortico-cortical connections optimizes information transmission

Research output: Contribution to journalArticlepeer-review

  • Authors:
  • Marcelo A. Montemurro
  • Stefano Panzeri

Abstract

Neurons in visual cortex receive most inputs from other cortical neurons with similar stimulus preference. To understand the role of this arrangement in information transmission we use a computational model to quantify the information about external stimuli that a typical cortical neuron receives through its cortico-cortical synapses. We find that efficient readout of the information encoded by an afferent population with orientation tuning similar to that observed in area V1 requires the spread of orientation preferences of excitatory cortical afferents to take a value in agreement with experiments. We suggest that the organization of V1 cortico-cortical synapses allows efficient information transmission. © 2006 Elsevier B.V. All rights reserved.

Bibliographical metadata

Original languageEnglish
Pages (from-to)1203-1205
Number of pages2
JournalNeurocomputing
Volume69
Issue number10-12
DOIs
Publication statusPublished - May 2006