8th International Summer School on Neural Nets, Erice, Italy, October 31 - November 6, 2003 Revised Lectures Redaktion: Erdi, Peter; Scarpetta, Silvia; Marinaro, Maria; Esposito, Anna
8th International Summer School on Neural Nets, Erice, Italy, October 31 - November 6, 2003 Revised Lectures Redaktion: Erdi, Peter; Scarpetta, Silvia; Marinaro, Maria; Esposito, Anna
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Autorenporträt
Péter Érdi, Hungarian Academy Sciences, Budapest, Hungary and Kalamazoo College, MI, USA / Anna Esposito, Second University of Naples and INFM Salerno, and International Institute for Advanced Scientific Studies, Vietri sul Mare, Italy / Maria Marinaro, Salerno University and INFM Salerno, and International Institute for Advanced Scientific Studies, Vietri sul Mare, Italy / Silvia Scarpetta, Salerno University, and INFM Salerno, Italy
Inhaltsangabe
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.
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.
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