Neural Networks with DiscontinuousImpact Activations

Author: tehbuzzer at 10-11-2013, 11:38   

Neural Networks with DiscontinuousImpact Activations

Neural Networks with Discontinuous/Impact Activations
2014 | ISBN-10: 1461485657 | 213 pages | PDF | 3,9 MB

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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