Modeling Phase Transitions in the Brain

Foreword by Walter J. Freeman. The induction of unconsciousness using anesthetic drugs demonstrates that the cerebral cortex can operate in two very different modes: alert and responsive versus unaware and quiescent. But the states of wakefulness and sleep are not single-neuron properties---they eme...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Steyn-Ross, D. Alistair (Επιμελητής έκδοσης), Steyn-Ross, Moira (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: New York, NY : Springer New York, 2010.
Σειρά:Springer Series in Computational Neuroscience ; 4
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Phase transitions in single neurons and neural populations: Critical slowing, anesthesia, and sleep cycles
  • Generalized state-space models for modeling nonstationary EEG time-series
  • Spatiotemporal instabilities in neural fields and the effects of additive noise
  • Spontaneous brain dynamics emerges at the edge of instability
  • Limited spreading: How hierarchical networks prevent the transition to the epileptic state
  • Bifurcations and state changes in the human alpha rhythm: Theory and experiment
  • Inducing transitions in mesoscopic brain dynamics
  • Phase transitions in physiologically-based multiscale mean-field brain models
  • A continuum model for the dynamics of the phase transition from slow-wave sleep to REM sleep
  • What can a mean-field model tell us about the dynamics of the cortex?
  • Phase transitions, cortical gamma, and the selection and read-out of information stored in synapses
  • Cortical patterns and gamma genesis are modulated by reversal potentials and gap-junction diffusion.