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Neural Networks with Discontinuous/Impact Activations

Neural Networks with Discontinuous/Impact Activations

Hardcover

Series: Nonlinear Systems and Complexity, Book 9

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 1461485657
ISBN13: 9781461485650
Publisher: Springer
Published: Oct 31 2013
Pages: 168
Weight: 0.80
Height: 0.60 Width: 6.30 Depth: 9.20
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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