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Title
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Deep neural network for solving stochastic biological systems
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Type
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Presentation
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Keywords
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Deep neural network, Stochastic biological systems, Morgan-Voyce Even Lucas polynomials
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Abstract
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.In this study, we present deep neural network method (DNN) for finding nu merical solution of a class of stochastic biological systems. DNN utilizes Morgan-Voyce Even Lucas polynomials and sinh function as activation functions of the Deep structure. The standard Brownian motion, the Gauss-Legendre quadrature and the classical optimization method are applied to train this neural network. Finally, the numerical technique is implemented for a stochastic biological system to illustrate the superiority and efficiency of the proposed method
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Researchers
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Parisa Rahimkhani (First Researcher)
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