Neural Networks with Discontinuous/Impact Activations

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Science & Nature, Technology, Reference & Language, Reference
Cover of the book Neural Networks with Discontinuous/Impact Activations by Marat Akhmet, Enes Yılmaz, Springer New York
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Author: Marat Akhmet, Enes Yılmaz ISBN: 9781461485667
Publisher: Springer New York Publication: October 30, 2013
Imprint: Springer Language: English
Author: Marat Akhmet, Enes Yılmaz
ISBN: 9781461485667
Publisher: Springer New York
Publication: October 30, 2013
Imprint: Springer
Language: English

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.

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