Titlebook: Artificial Neural Nets and Genetic Algorithms; Proceedings of the I David W. Pearson,Nigel C. Steele,Rudolf F. Albrech Conference proceedin

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Illegible Rage: Performing Femininity in For tapped delay neural architecture impact of discretisation process i.e. sampling and amplitude measurement of the input continuous signals is analysed. By using relative matrix rank and indistinguishable signals concepts we derrive upper and lower bounds of sampling time and input signal frequencies.

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Bounds on Rates of Approximation by Neural Networks in ,,-spaces,We derive upper bounds on rates of convergence of neural network approximation in ..-spaces. Our bounds are based on a version of Maurey-Jones-Barron Theorem for ..-spaces. They are established in terms of ..-norm of a weight function in a neural network with continuum of hidden units representing the function to be approximated.

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https://doi.org/10.1007/978-1-4020-6835-5sessment a novel model validation method is introduced. The method consists of sensitivity analysis integrated into a mathematical-based technique known as analytical hierarchy process (AHP). It ranks the relative importance of factors being compared where the factors are the sensitivities in this c

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Natalie Havlin,Celiany Rivera-Velázquezroposed. The advantages of this network lie in the possibility of classification of the data with substantially overlapping clusters, and tuning of the activation function parameters improves the accuracy of classification. Simulation results confirm the efficiency of the proposed approach in the da

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