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Neural networks with discontinuous/impact activations [electronic resource] / Marat Akhmet, Enes Yılmaz.

Akhmet, Marat, author.; Yılmaz, Enes, author.
2014
QP357.5
Available Online
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Title
Neural networks with discontinuous/impact activations [electronic resource] / Marat Akhmet, Enes Yılmaz.
Author
Akhmet, Marat, author.
ISBN
9781461485667 electronic book
1461485665 electronic book
9781461485650
DOI
https://doi.org/10.1007/978-1-4614-8566-7
Published
New York, NY : Springer, 2014.
Language
English
Description
1 online resource (xi, 168 pages) : illustrations (some color).
Item Number
10.1007/978-1-4614-8566-7 doi
Call Number
QP357.5
Dewey Decimal Classification
573.8/5
Summary
This book presents as its main subject new models in mathematical neuroscience. A wide range of neural networks models with discontinuities are discussed, including impulsive differential equations, differential equations with piecewise constant arguments, and models of mixed type. These models involve discontinuities, which are natural because huge velocities and short distances are usually observed in devices modeling the networks. A discussion of the models, appropriate for the proposed applications, is also provided.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Description based on online resource; title from PDF title page (SpringerLink, viewed November 4, 2013).
Added Author
Yılmaz, Enes, author.
Series
Nonlinear systems and complexity, 2195-9994
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Differential Equations with Piecewise Constant Argument of Generalized Type
Impulsive Differential Equations
Periodic Motions and Equilibria of Neural Networks with Piecewise Constant Argument
Equilibria of Neural Networks with Impact Activation and Piecewise Constant Argument
Periodic Motions of Neural Networks with Impact Activation and Piecewise Constant Argument
The Method of Lyapunov Functions: RNNs
The Lyapunov-Razumikhin Method: CNNs.

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