Neural networks with discontinuous/impact activations / Marat Akhmet, Enes Yılmaz.
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 invo...
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| Online Access: |
Full Text (via Springer) |
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| Main Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
New York, NY :
Springer,
2014.
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| Series: | Nonlinear systems and complexity,
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| Subjects: |
| 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. |
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| Physical Description: | 1 online resource (xi, 168 pages) : illustrations (some color) |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9781461485667 1461485665 1461485657 9781461485650 |
| ISSN: | 2195-9994. 2195-9994 |
| Source of Description, Etc. Note: | Online resource; title from PDF title page (SpringerLink, viewed November 4, 2013) |