Decoding the Position of a Visual Stimulus from the Cortical Waves of Turtles

Xiuxia Du, Bijoy K. Ghosh, Philip Ulinski

Research output: Contribution to journalConference article

7 Scopus citations

Abstract

The main purpose of this paper is to show how a population of excitatory and inhibitory interconnection of cells, dynamically interacting to produce a wave of activity can encode the input signal that generates the wave. The population considered are from the visual cortex of freshwater turtles and the input signals are visual signals through the retina of the animal. The wave of activity are represented as a 'low dimensional temporal strands' in an appropriate space described. In this paper, the visual input considered are 'light flashes' localized at three different locations of the visual space. Detection of the input location using 'statistical hypothesis testing' has been described as the main result of this paper.

Original languageEnglish
Pages (from-to)477-482
Number of pages6
JournalProceedings of the American Control Conference
Volume1
StatePublished - 2003
Event2003 American Control Conference - Denver, CO, United States
Duration: Jun 4 2003Jun 6 2003

Keywords

  • Likelihood ratio test
  • Principal component analysis
  • β-space representation

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