A simple model of cortical dynamics explains variability and state dependence of sensory responses in urethane-anesthetized auditory cortex

Carina Curto, Shuzo Sakata, Stephan Marguet, Vladimir Itskov, Kenneth D. Harris

Research output: Contribution to journalArticlepeer-review

103 Scopus citations

Abstract

The responses of neocortical cells to sensory stimuli are variable and state dependent. It has been hypothesized that intrinsic cortical dynamics play an important role in trial-to-trial variability; the precise nature of this dependence, however, is poorly understood. We show here that in auditory cortex of urethane-anesthetized rats, population responses to click stimuli can be quantitatively predicted on a trial-by-trial basis by a simple dynamical system model estimated from spontaneous activity immediately preceding stimulus presentation. Changes in cortical state correspond consistently to changes in model dynamics, reflecting a nonlinear, self-exciting system in synchronized states and an approximately linear system in desynchronized states. We propose that the complex and state-dependent pattern of trial-to-trial variability can be explained by a simple principle: sensory responses are shaped by the same intrinsic dynamics that govern ongoing spontaneous activity.

Original languageEnglish (US)
Pages (from-to)10600-10612
Number of pages13
JournalJournal of Neuroscience
Volume29
Issue number34
DOIs
StatePublished - Aug 26 2009

All Science Journal Classification (ASJC) codes

  • Neuroscience(all)

Fingerprint Dive into the research topics of 'A simple model of cortical dynamics explains variability and state dependence of sensory responses in urethane-anesthetized auditory cortex'. Together they form a unique fingerprint.

Cite this