Marat Akhmet,
Enes Yılmaz
Neural Networks with Discontinuous/Impact Activations
Gebonden Engels 2013 2014e druk 9781461485650Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9781461485650
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:168
Uitgever:Springer New York
Druk:2014
Hoofdrubriek:Wetenschap en techniek, Computer en informatica
Lezersrecensies
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Inhoudsopgave
<p>Introduction.- Differential Equations with Piecewise Constant Argument of Generalized Type.- Impulsive Differential Equations.- Periodic Motions and Equilibria of Neural Networks with Piecewise Constant Argument.- Equilibria of Neural Networks with Impact Activation and Piecewise Constant Argument.- Periodic Motions of Neural Networks with Impact Activation and Piecewise Constant Argument.- The Method of Lyapunov Functions: RNNs.- The Lyapunov-Razumikhin Method: CNNs.</p>
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