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Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
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Neural Networks with Discontinuous/Impact Activations (Paperback, Softcover reprint of the original 1st ed. 2014)
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Neural Networks with Discontinuous/Impact Activations (Paperback, Softcover reprint of the original 1st ed. 2014)
Series: Nonlinear Systems and Complexity, 9
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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.
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