Self-organized 40Hz synchronization in a physiological theory of EEG

We present evidence that large-scale spatial coherence of 40Hz oscillations can emerge dynamically in a cortical mean field theory. The simulated synchronization time scale is about 150ms, which compares well with experimental data on large-scale integration during cognitive tasks. The same model has previously provided consistent descriptions of the human EEG at rest, with tranquilizers, under anesthesia, and during anesthetic-induced epileptic seizures. The emergence of coherent gamma band activity is brought about by changing just one physiological parameter until cortex becomes marginally unstable for a small range of wavelengths. This suggests for future study a model of dynamic computation at the edge of cortical stability.

[1]  Bard Ermentrout,et al.  Simulating, analyzing, and animating dynamical systems - a guide to XPPAUT for researchers and students , 2002, Software, environments, tools.

[2]  Prof. Dr. Valentino Braitenberg,et al.  Anatomy of the Cortex , 1991, Studies of Brain Function.

[3]  Mathew P. Dafilis,et al.  A spatially continuous mean field theory of electrocortical activity , 2002, Network.

[4]  P. Dayan Fast oscillations in cortical circuits , 2000 .

[5]  D. Liley,et al.  Understanding the Transition to Seizure by Modeling the Epileptiform Activity of General Anesthetic Agents , 2005, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

[6]  W Singer,et al.  Visual feature integration and the temporal correlation hypothesis. , 1995, Annual review of neuroscience.

[7]  P. Illés,et al.  VIP enhances both pre‐ and postsynaptic GABAergic transmission to hippocampal interneurones leading to increased excitatory synaptic transmission to CA1 pyramidal cells , 2004, British journal of pharmacology.

[8]  F. Varela,et al.  Perception's shadow: long-distance synchronization of human brain activity , 1999, Nature.

[9]  D. Liley,et al.  Drug-induced modification of the system properties associated with spontaneous human electroencephalographic activity. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[10]  J. Pernier,et al.  Oscillatory γ-Band (30–70 Hz) Activity Induced by a Visual Search Task in Humans , 1997, The Journal of Neuroscience.

[11]  J. Martinerie,et al.  The brainweb: Phase synchronization and large-scale integration , 2001, Nature Reviews Neuroscience.

[12]  T. M. Mayhew,et al.  Anatomy of the Cortex: Statistics and Geometry. , 1991 .

[13]  S. Bressler,et al.  Episodic multiregional cortical coherence at multiple frequencies during visual task performance , 1993, Nature.

[14]  W. Singer,et al.  Dynamic predictions: Oscillations and synchrony in top–down processing , 2001, Nature Reviews Neuroscience.

[15]  D. Liley,et al.  Modeling the effects of anesthesia on the electroencephalogram. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[16]  A. Peters Examining neocortical circuits: Some background and facts , 2002, Journal of neurocytology.

[17]  Ch. von der Malsburg,et al.  A neural cocktail-party processor , 1986, Biological Cybernetics.