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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Steyn-Ross, D. Alistair (Editor ), Steyn-Ross, Moira (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Springer Series in Computational Neuroscience, 4
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.