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Theory of cortical plasticity

Author: Leon N Cooper
Publisher: Singapore ; River Edge, NJ : World Scientific, ©2004.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
In Theory of Cortical Plasticity, Nobel Laureate LeonCooper and his collaborators present a systematic development of theBienenstock, Cooper and Munro (BCM) theory of synaptic plasticity, anddiscuss experiments that test both its assumptions and consequences. This insightful book provides an elegant analysis of theoreticalstructure in neuroscience research, and elucidates the role BCM theoryhas played in guiding  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Theory of cortical plasticity.
Singapore ; River Edge, NJ : World Scientific, ©2004
(DLC) 2004046955
(OCoLC)54767306
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Leon N Cooper
ISBN: 9812562559 9789812562555 1281872490 9781281872494
OCLC Number: 60690916
Description: 1 online resource (xxiv, 308 pages) : illustrations
Contents: Introduction --
Single Cell Theory --
Stability of BCM with a Weight Decay Term. in a Linearly Independent Environment --
Objective Function Formulation --
Convergence of the Solution of the Random Differential Equations --
Analysis and Comparison of BCM and Kurtosis in Extended Distributions --
Statistical Theorems --
Cortical Network Theory --
Asymptotic Behavior of Mean Field Equations with Time Dependent Mean Field --
Review and Analysis of Second Order Learning Rules --
Representing the correlation matrix in a Bessel function Base --
Properties of Correlation Functions And How to Make Good Ones --
The Parity Transform: Symmetry properties of the eigenstates of the two eye problem --
Receptive field selectivity in a natural image environment --
Technical Remarks Concerning Simulations of Selectivity --
Ocular dominance in normal and deprived cortex --
Networks of interacting BCM Neurons --
Experimental evidence for the assumptions and consequences of the BCM theory.
Responsibility: Leon N. Cooper [and others].

Abstract:

In Theory of Cortical Plasticity, Nobel Laureate LeonCooper and his collaborators present a systematic development of theBienenstock, Cooper and Munro (BCM) theory of synaptic plasticity, anddiscuss experiments that test both its assumptions and consequences. This insightful book provides an elegant analysis of theoreticalstructure in neuroscience research, and elucidates the role BCM theoryhas played in guiding research leading to our present understanding ofthe mechanisms underlying cortical plasticity.

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