Neural Networks with Discontinuous/Impact Activations: 9 (Nonlinear Systems and Complexity) - Softcover

Akhmet, Marat; Yılmaz, Enes

 
9781493945986: Neural Networks with Discontinuous/Impact Activations: 9 (Nonlinear Systems and Complexity)
Softcover
ISBN 10: 149394598X ISBN 13: 9781493945986
Verlag: Springer, 2016

Inhaltsangabe

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.

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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.

This book also:

Explores questions related to the biological underpinning for models of neural networks\

Considers neural networks modeling using differential equations with impulsive and piecewise constant argument discontinuities

Provides all necessary mathematical basics for application to the theory of neural networks

Neural Networks with Discontinuous/Impact Activations is an ideal book for researchers and professionals in the field of engineering mathematics that have an interest in applying these systems to computational problems.

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Verlag
Springer
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
149394598X
ISBN 13 
9781493945986
Einband
Tapa blanda
Anzahl der Seiten
180
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781461485650: Neural Networks with Discontinuous/Impact Activations: 9 (Nonlinear Systems and Complexity)

Vorgestellte Ausgabe

ISBN 10:  1461485657 ISBN 13:  9781461485650
Verlag: Springer, 2013
Hardcover