Neural Networks with Discontinuous/Impact Activations
| Autor: | Marat Akhmet, Enes Yilmaz |
|---|---|
| EAN: | 9781461485667 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 30.10.2013 |
| Kategorie: | |
| Schlagworte: | Artificial Intelligence Chaotic Neural Networks Cohen-Grossberg Neural Networks Computational Neural Networks Impulsive Differential Equations Lyapnov-Razumikhim Method Neural Networks Piecewise Constant Argument Recurrent Neural Networks St |
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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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