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Neuronal Adaptation Theory

  • Kartonierter Einband
  • 236 Seiten
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The human genotype represents at most ten billion pieces of binary information, whereas the humain brain contains more than a mill... Weiterlesen
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Beschreibung

The human genotype represents at most ten billion pieces of binary information, whereas the humain brain contains more than a million times a billion synapses. So a differentiated brain structure is due to synaptic self-organization and adaptation. The goal is to model the formation of observed global brain structures and cognitive properties from local synaptic dynamics sometimes supervised by the limbic system. A general-neurosynaptic dynamics is solved with a novel field theory in a comprehensible manner and in quantitative agreement with many observations. Novel results concern for instance thermal membrane fluctuations, fluctuation dissipation theorems, cortical maps, topological charges, operant conditioning, transitive inference, learning hidden structures, behaviourism, attention focus, Wittgenstein paradox, infinite generalization, schizophrenia dynamics, perception dynamics, non- equilibrium phase transitions, emergent valuation. Also the formation of advanced cognitive properties is modeled.

Autorentext

The Author: Hans-Otto Carmesin was born in 1959 and studied physics and mathematics at the University of Mainz. He was at New York University as a post-doc and finished his habilitation thesis in theoretical physics at Bremen University. His research activities include statistical physics, neurophysics, synergetics, psychophysics, information technology and cognitive science.



Inhalt

Contents: Neuronal association patterns - Self-organizing networks - Supervised and self-organized adaptations - Advanced adaptations such as inconsistent stimulus learning - Schizophrenia model - Wittgenstein paradox model - Perception dynamics - Emergent valuation.

Produktinformationen

Titel: Neuronal Adaptation Theory
Untertitel: Including 29 Exercises with Solutions, 43 Essential Ideas and 108 Partially Coloured Figures, Experiment Explanations, and General Theorems
Autor:
EAN: 9783631300398
ISBN: 978-3-631-30039-8
Format: Kartonierter Einband
Herausgeber: Lang, Peter GmbH
Genre: Physik & Astronomie
Anzahl Seiten: 236
Gewicht: 363g
Größe: H228mm x B159mm x T16mm
Jahr: 1996
Auflage: Neuausg.