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Lectures in Supercomputational Neurosciences

Dynamics in Complex Brain Networks, Understanding Complex Systems

Erschienen am 12.12.2007, 1. Auflage 2008
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Bibliografische Daten
ISBN/EAN: 9783540731580
Sprache: Englisch
Umfang: x, 377 S.
Format (T/L/B): 2 x 24 x 16 cm
Einband: gebundenes Buch

Beschreibung

InhaltsangabeNeurophysiology.- Foundations of Neurophysics.- Synapses and Neurons: Basic Properties and Their Use in Recognizing Environmental Signals.- Complex Networks.- Structural Characterization of Networks Using the Cat Cortex as an Example.- Organization and Function of Complex Cortical Networks.- Synchronization Dynamics in Complex Networks.- Synchronization Analysis of Neuronal Networks by Means of Recurrence Plots.- Cognition and Higher Perception.- Neural and Cognitive Modeling with Networks of Leaky Integrator Units.- A Dynamic Model of the Macrocolumn.- Implementations.- Building a Large-Scale Computational Model of a Cortical Neuronal Network.- Maintaining Causality in Discrete Time Neuronal Network Simulations.- Sequential and Parallel Implementation of Networks.- Applications.- Parametric Studies on Networks of Morris-Lecar Neurons.- Traversing Scales: Large Scale Simulation of the Cat Cortex Using Single Neuron Models.- Parallel Computation of Large Neuronal Networks with Structured Connectivity.

Produktsicherheitsverordnung

Hersteller:
Springer Verlag GmbH
juergen.hartmann@springer.com
Tiergartenstr. 17
DE 69121 Heidelberg


Inhalt

Neurophysiology.- Complex Networks.- Cognition and Higher Perception.- Implementations.- Applications.- Index.

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