Computational Neuroscience: Cortical Dynamics

8th International Summer School on Neural Nets, Erice, Italy, October 31 - November 6, 2003 Revised Lectures

176 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Section 1 - Fundamentals of Cortical Dynamics.- Dynamics of Storage and Recall in Hippocampal Associative Memory Networks.- On the Nested Hierarchical Organization of CNS: Basic Characteristics of Neuronal Molecular Networks.- Neural Phase Transitions That Made Us Mammals.- Section 2 - Mathematical Models of Cortical Dynamics.- Mean Field Methods for Cortical Network Dynamics.- Chaotic Neuron Dynamics, Synchronization, and Feature Binding.- A Complex Systems Approach to an Interpretation of Dynamic Brain Activity I: Chaotic Itinerancy Can Provide a Mathematical Basis for Information Processing in Cortical Transitory and Nonstationary Dynamics.- A Complex Systems Approach to an Interpretation of Dynamic Brain Activity II: Does Cantor Coding Provide a Dynamic Model for the Formation of Episodic Memory?.- Itinerant Dynamics of Class I* Neurons Coupled by Gap Junctions.

• Reihe: Lecture Notes in Computer Science
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783540225669
• Sprache: Englisch
• Erscheinungsdatum: 03.08.2004
• Größe: 235 x 155 mm
• Verlag: Springer
• Herausgegeben von: Silvia Scarpetta, Maria Marinaro, Peter Erdi, Anna Esposito