Models of neural networks II temporal aspects of coding and information processing in biological systems

Provides an in-depth analysis of both paradigms starting with an introduction to the ideas used in the subsequent chapters. In this book, one finds a discussion of salient features such as coherent oscillations and their detection, associative binding and segregation, Hebbian learning, and sensory c...

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Bibliographic Details
Other Authors: Domany, E. (Eytan) 1947-, Hemmen, J.L. van (Jan Leonard) 1947-, Schulten, K. (Klaus)
Format: Book
Language:English
Published: New York Springer Verlag [1994]
Series:Physics of neural networks
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Table of Contents:
  • Coding and information processing in neural networks
  • The correlation theory of brain function
  • Firing rates and well-times events in the cerebral cortex
  • The role of synchrony in neocortical proceesing and synaptic plasticity
  • Associative binding and segregation in an network of spiking neurons
  • Modeling the sensory computations of the olfactory bulb
  • Detecting coherence in neuronal data
  • Hebbian synaptic plasticity: evolution of the contemporary concept
  • Reentry and dynamical interactions of cortical networks