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Weakly Connected Neural Networks Book

Weakly Connected Neural Networks
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Weakly Connected Neural Networks, Weakly Connected Neural Networks is devoted to local and global analysis of weakly connected systems with applications to neurosciences. Using bifurcation theory and canonical models as the major tools of analysis, it presents systematic and well-motivate, Weakly Connected Neural Networks
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  • Weakly Connected Neural Networks
  • Written by author Frank C. Hoppensteadt
  • Published by Springer-Verlag New York, LLC, 12/31/2012
  • Weakly Connected Neural Networks is devoted to local and global analysis of weakly connected systems with applications to neurosciences. Using bifurcation theory and canonical models as the major tools of analysis, it presents systematic and well-motivate
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Authors

Preface
I Introduction 1
1 Introduction 3
2 Bifurcations in Neuron Dynamics 25
3 Neural Networks 103
4 Introduction to Canonical Models 111
II Derivation of Canonical Models 141
5 Local Analysis of WCNNs 143
6 Local Analysis of Singularly Perturbed WCNNs 189
7 Local Analysis of Weakly Connected Maps 209
8 Saddle-Node on a Limit Cycle 219
9 Weakly Connected Oscillators 247
III Analysis of Canonical Models 295
10 Multiple Andronov-Hopf Bifurcation 297
11 Multiple Cusp Bifurcation 311
12 Quasi-Static Bifurcations 337
13 Synaptic Organizations of the Brain 353
References 381
Index 395


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Weakly Connected Neural Networks, Weakly Connected Neural Networks is devoted to local and global analysis of weakly connected systems with applications to neurosciences. Using bifurcation theory and canonical models as the major tools of analysis, it presents systematic and well-motivate, Weakly Connected Neural Networks

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Weakly Connected Neural Networks, Weakly Connected Neural Networks is devoted to local and global analysis of weakly connected systems with applications to neurosciences. Using bifurcation theory and canonical models as the major tools of analysis, it presents systematic and well-motivate, Weakly Connected Neural Networks

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Weakly Connected Neural Networks, Weakly Connected Neural Networks is devoted to local and global analysis of weakly connected systems with applications to neurosciences. Using bifurcation theory and canonical models as the major tools of analysis, it presents systematic and well-motivate, Weakly Connected Neural Networks

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