Theory of cortical plasticity Leon N. Cooper; Nathan Intrator; Brian S Blais; and Harel Z. Shouval

By:

Cooper, Leon N

Contributor(s):

Material type: Text

TextPublication details: New Jersey : World Scientific Publishing, 2004.Description: xxiv, 308 pages : illustrations, 24 cmISBN:

9789812387912
9812387919

Subject(s):

DDC classification:

612.825 COO

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

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 research leading to our present understanding ofthe mechanisms underlying cortical plasticity

List(s) this item appears in: New Arrivals November - December 2022

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Item type	Current library	Collection	Call number	Status	Date due	Barcode
Books	IIITDM Kurnool General Stacks	Non-fiction	612.825 COO (Browse shelf(Opens below))	Available		0005063

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Previous	610.285 RAN Iot-enabled smart healthcare systems, services and applications /	610.285 SAM Antenna and sensor technologies in modern medical applications	612.82 COO How we learn, how we remember : toward an understanding of brain and neural systems : selected papers of Leon N. Cooper	612.825 COO Theory of cortical plasticity	613 GAR Ikigai :	616.075 NOR Noninvasive instrumentation and measurement in medical diagnosis	620.001 BAN MATLAB and its applications in engineering	Next

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

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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