Neural Networks With Discontinuous Impact Activations

Download or read book Neural Networks with Discontinuous/Impact Activations written by Marat Akhmet and published by Springer Science & Business Media. This book was released on 2013-10-30 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.