Neural Networks with Discontinuous/Impact Activations

Date

2013-11-01

Author

Akhmet, Marat

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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.

URI

https://hdl.handle.net/11511/73145

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Department of Mathematics, Book / Book chapter

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Citation Formats

M. Akhmet, Neural Networks with Discontinuous/Impact Activations. 2013.