Neural networks with discontinuous/impact activations /
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Author / Creator: | Akhmet, Marat, author. |
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Imprint: | New York, NY : Springer, 2014. |
Description: | 1 online resource (xi, 168 pages) : illustrations (some color). |
Language: | English |
Series: | Nonlinear Systems and Complexity, 2195-9994 Nonlinear systems and complexity, |
Subject: | Computational neuroscience. Neural networks (Neurobiology) Engineering. Complexity. Artificial Intelligence (incl. Robotics) Biomedical Engineering. Ordinary Differential Equations. Mathematical Models of Cognitive Processes and Neural Networks. SOCIAL SCIENCE -- Anthropology -- Physical. Ingénierie. Computational neuroscience. Neural networks (Neurobiology) Electronic books. Ebook. |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11081895 |
Other authors / contributors: | Yılmaz, Enes, author. |
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ISBN: | 9781461485667 1461485665 1461485657 9781461485650 9781461485650 |
Notes: | Includes bibliographical references. Online resource; title from PDF title page (SpringerLink, viewed November 4, 2013). |
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. |
Other form: | Print version: Akhmet, Marat. Neural networks with discontinuous/impact activations. New York : Springer, [2014] xi, 168 pages Nonlinear systems and complexity 2195-9994 9781461485650 |
Standard no.: | 10.1007/978-1-4614-8566-7 |
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