Volume 7 No 4 (2009)
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Statistical Mechanics of Neocortical Interactions Nonlinear Columnar Electroencephalography
Lester Ingber
Abstract
Columnar firings of neocortex, modeled by a statistical mechanics of neocortical
interactions (SMNI), are investigated for conditions of oscillatory processing at
frequencies consistent with observed electroencephalography (EEG). A strong
inference is drawn that physiological states of columnar activity receptive to
selective attention support oscillatory processing in observed frequency ranges.
Direct calculations of the Euler-Lagrange (EL) equations which are derived from
functional variation of the SMNI probability distribution, giving most likely states
of the system, are performed for three prototypical Cases, dominate excitatory
columnar firings, dominate inhibitory columnar firings, and in-between balanced
columnar firings, with and without a Centering mechanism (CM) (based on
observed changes in stochastic background of presynaptic interactions) which
pulls more stable states into the physical firings ranges. Only states with the CM
exhibit robust support for these oscillatory states. These calculations are
repeated for the visual neocortex, which has twice as many neurons/minicolumn
as other neocortical regions. These calculations argue that robust columnar
support for common EEG activity requires the same columnar presynaptic
parameter necessary for ideal short-term memory (STM). It is demonstrated at
this columnar scale, that both shifts in local columnar presynaptic background as
well as local or global regional oscillatory interactions can effect or be affected by
attractors that have detailed experimental support to be considered states of
STM. Including the CM with other proposed mechanisms for columnar-glial
interactions and for glial-presynaptic background interactions, a path for future
investigations is outlined to test for quantum interactions, enhanced by magnetic
fields from columnar EEG, that directly support cerebral STM and computation by
controlling presynaptic noise. This interplay can provide mechanisms for
information processing and computation in mammalian neocortex.
Keywords
EEG, short term memory, nonlinear, statistical, simulated annealing
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