Neural Networks with Discontinuous/Impact Activations

Released on by Marat Akhmet
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  • Neural Networks with Discontinuous/Impact Activations Book Detail

  • Author : Marat Akhmet
  • Release Date : 2013-10-30
  • Publisher : Springer Science & Business Media
  • Genre : Technology & Engineering
  • Pages : 176
  • ISBN 13 : 1461485665
  • File Size : 42,42 MB
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Neural Networks with Discontinuous/Impact Activations by Marat Akhmet PDF Summary

Book Description: 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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