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|a Wu, Jianhong.
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|a Introduction to neural dynamics and signal transmission delay /
|c Jianhong Wu.
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260 |
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|a Berlin ;
|a New York :
|b Walter de Gruyter,
|c 2001.
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300 |
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|a 1 online resource (x, 182 pages) :
|b illustrations
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|a text
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|a De Gruyter Series in Nonlinear Analysis and Applications
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|a Includes bibliographical references (pages 171-178) and index.
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|a Preface -- 1 The structure of neural networks -- 1.1 The structure of a single neuron -- 1.2 Transmission of neural signals -- 1.3 Neural circuits, CNS and ANN -- 2 Dynamic models of networks -- 2.1 Biological models -- 2.2 Signal functions -- 2.3 General models and network architectures -- 3 Simple networks -- 3.1 Outstars: pattern learning -- 3.2 Instars: pattern recognition -- 3.3 Lateral inhibition: noise-saturation dilemma -- 3.4 Recurrent ON-CTR OFF-SUR networks: signal enhancement and noise suppression -- 3.5 Determining synaptic weights
|
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|a Appendix. Grossberg�s Learning Theorem4 Content-addressable memory storage -- 4.1 Parallel memory storage by competitive networks -- 4.2 Convergence in networks with a nonsymmetric interconnection matrix -- 4.3 Implementation of CAM: Hopfield networks -- 4.4 Generic convergence in monotone networks -- 5 Signal transmission delays -- 5.1 Neural networks with delay and basic theory -- 5.2 Global stability analysis -- 5.3 Delay-induced instability -- 5.4 Hopf bifurcation of periodic solutions -- 5.5 A network of two neurons: McCulloch-Pitts nonlinearity
|
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|a 5.6 Delay-induced transient oscillations5.7 Effect of delay on the basin of attraction -- 5.8 Synchronized activities -- 5.9 Desynchronization, phase-locked oscillation and connecting orbits -- Bibliography -- Index
|
590 |
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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650 |
|
0 |
|a Neural networks (Neurobiology)
|x Mathematical models.
|
650 |
|
0 |
|a Neurobiology.
|
650 |
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0 |
|a Neural transmission.
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650 |
1 |
2 |
|a Models, Neurological
|
650 |
2 |
2 |
|a Synaptic Transmission
|
650 |
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2 |
|a Neurobiology
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650 |
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6 |
|a Réseaux neuronaux (Neurobiologie)
|x Modèles mathématiques.
|
650 |
|
6 |
|a Neurobiologie.
|
650 |
|
6 |
|a Transmission nerveuse.
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650 |
|
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|a SOCIAL SCIENCE
|x Anthropology
|x Physical.
|2 bisacsh
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650 |
|
7 |
|a Neural transmission
|2 fast
|
650 |
|
7 |
|a Neural networks (Neurobiology)
|x Mathematical models
|2 fast
|
650 |
|
7 |
|a Neurobiology
|2 fast
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776 |
0 |
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|i Print version:
|a Wu, Jianhong.
|t Introduction to neural dynamics and signal transmission delay.
|d Berlin ; New York : Walter de Gruyter, 2001
|w (DLC) 2001017248
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|a De Gruyter series in nonlinear analysis and applications.
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