Browsing by Author "Nikolaienko, S. A."

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    SEQUENTIAL LEARNING PROCESSES IN NEURAL NETWORKS APPLIED AS MODELS OF NONLINEAR SYSTEMS
    (ВД "Освіта України", 2013-10) Azarskov, V. N.; Zhiteckii, L. S.; Nikolaienko, S. A.
    Asymptotic properties of the online gradient algorithm with a constant step size employed for learning in neural network models of nonlinear systems having one hidden layer are examined. Some conditions guaranteeing the convergence of this algorithm are established.