Dynamic Brain - from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, Revised Lectu (Paperback)

Hippocampus and Neural Oscillations.- The Brain Computation Based on Synchronization of Nonlinear Oscillations: On Theta Rhythms in Rat Hippocampus and Human Scalp EEG.- Theta Phase Coding in Human Hippocampus: A Combined Approach of a Computational Model and Human Brain Activity Analyses.- Mechanisms for Memory-Guided Behavior Involving Persistent Firing and Theta Rhythm Oscillations in the Entorhinal Cortex.- Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule.- A Biophysical Model of Cortical Up and Down States: Excitatory-Inhibitory Balance and H-Current.- Dynamics in Olfactory System and Behaviour.- Dynamical Architecture of the Mammalian Olfactory System.- From Behaviour to Brain Dynamics.- Correlation Structure of Spiking Trains.- Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data.- Comparing Kurtosis Score to Traditional Statistical Metrics for Characterizing the Structure in Neural Ensemble Activity.- Neural Network Theories on Associative Memory.- Pioneeristic Works on Neuronal Nets: A Short History.- Place-Field and Memory Formation in the Hippocampus.- Improving Recall in an Associative Neural Network of Spiking Neurons.