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The Relevance of the Time Domain to Neural Network Models

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Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Adaptation and Contraction Theory for the Synchronization of Complex Neural Networks
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    Chapter 3 Temporal Coding Is Not Only About Cooperation—It Is Also About Competition
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    Chapter 4 Using Non-oscillatory Dynamics to Disambiguate Pattern Mixtures
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    Chapter 5 Functional Constraints on Network Topology via Generalized Sparse Representations
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    Chapter 6 Evolution of Time in Neural Networks: From the Present to the Past, and Forward to the Future
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    Chapter 7 Synchronization of Coupled Pulse-Type Hardware Neuron Models for CPG Model
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    Chapter 8 The Relevance of the Time Domain to Neural Network Models
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    Chapter 9 Solving Complex Control Tasks via Simple Rule(s): Using Chaotic Dynamics in a Recurrent Neural Network Model
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    Chapter 10 Time Scale Analysis of Neuronal Ensemble Data Used to Feed Neural Network Models
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    Chapter 11 Simultaneous EEG-fMRI: Integrating Spatial and Temporal Resolution
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    Chapter 12 Erratum to: Time Scale Analysis of Neuronal Ensemble Data Used to Feed Neural Network Models
Attention for Chapter 5: Functional Constraints on Network Topology via Generalized Sparse Representations
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Chapter title
Functional Constraints on Network Topology via Generalized Sparse Representations
Chapter number 5
Book title
The Relevance of the Time Domain to Neural Network Models
Published by
Springer, Boston, MA, January 2012
DOI 10.1007/978-1-4614-0724-9_5
Book ISBNs
978-1-4614-0723-2, 978-1-4614-0724-9
Authors

A. Ravishankar Rao, Guillermo A. Cecchi

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