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E-grāmata: Dynamic Brain - from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, Revised Lectures

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 5286
  • Izdošanas datums: 11-Oct-2008
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783540888536
  • Formāts - PDF+DRM
  • Cena: 40,44 €*
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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 5286
  • Izdošanas datums: 11-Oct-2008
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783540888536

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This volume contains invited and contributed papers presented at the 12th edition of the International Summer School on Neural Networks "Eduardo R. Caianiello," co-organized by the RIKEN BSI (Japan) and the Department of Physics of the U- versity of Salerno (Italy). The 12th edition of the school was directed by Maria Marinaro (University of Salerno), Silvia Scarpetta (University of Salerno) and Yoko Yamaguchi (RIKEN BSI Japan) and hosted in the Ettore Majoranca Center in Erice in Italy. The contributions collected in this book are aimed at providing primarily high-level tutorial coverage of the fields related to neural dynamics, reporting recent experim- tal and theoretical results investigating the role of collective dynamics in hippocampal and parahippocampal regions and in the mammalian olfactory system. This book is devoted to graduate students and researchers with different scientific background (including physics, mathematics, biology, neuroscience, etc.) who wish to learn aboutbrain science beyond the boundary of their fields. Each lecture aimed to include basic guidance in each field. Topics of lectures include the hippocampus and entorhinal cortex dynamics and mammalian olfactory system dynamics, memory and phase coding, mechanisms for spatial navigation and for episodic memory function, oscillations in neural assemblies, cortical up and down states, and related topics where frontier efforts in recent decades have been successfully linked to a remarkable evolution of the field. April 2008 M. Marinaro S. Scarpetta Y. Yamaguchi
Hippocampus and Neural Oscillations
The Brain Computation Based on Synchronization of Nonlinear Oscillations: On Theta Rhythms in Rat Hippocampus and Human Scalp EEG
1(12)
Yoko Yamaguchi
Theta Phase Coding in Human Hippocampus: A Combined Approach of a Computational Model and Human Brain Activity Analyses
13(15)
Naoyuki Sato
Mechanisms for Memory-Guided Behavior Involving Persistent Firing and Theta Rhythm Oscillations in the Entorhinal Cortex
28(10)
Michael E. Hasselmo
Lisa M. Giocomo
Mark P. Brandon
Motoharu Yoshida
Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule
38(23)
Silvia Scarpetta
Masahiko Yoshioka
Maria Marinaro
A Biophysical Model of Cortical Up and Down States: Excitatory-Inhibitory Balance and H-Current
61(6)
Zaneta Navratilova
Jean-Marc Fellous
Dynamics in Olfactory System and Behaviour
Dynamical Architecture of the Mammalian Olfactory System
67(24)
Leslie M. Kay
From Behaviour to Brain Dynamics
91(5)
Allen Cheung
Correlation Structure of Spiking Trains
Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data
96(19)
Sonja Grun
Moshe Abeles
Markus Diesmann
Comparing Kurtosis Score to Traditional Statistical Metrics for Characterizing the Structure in Neural Ensemble Activity
115(8)
Peter Stratton
Janet Wiles
Neural Network Theories on Associative Memory
Pioneeristic Works on Neuronal Nets: A Short History
123(8)
Maria Marinaro
Place-Field and Memory Formation in the Hippocampus
131(6)
Gergely Papp
Improving Recall in an Associative Neural Network of Spiking Neurons
137(6)
Russell Hunter
Stuart Cobb
Bruce P. Graham
Author Index 143