APPLICATION OF RECURRENT NEURAL NETWORK USING MATLAB SIMULINK IN MEDICINE

Authors

  • Raja Das VIT University School of Advanced Sciences - Applied Algebra Division
  • Madhu Sudan Reddy VIT University School of Advanced Sciences - Applied Algebra Division

Abstract

In this paper, a recurrent neural network (RNN) for finding the solution of linear programming problems is presented with better, spontaneous and fast converging.  To achieve optimality in accuracy and also in computational effort, an algorithm is also presented.  This paper covers the MATLAB Simulink modeling and simulative confirmation of such a recurrent neural network.  Modeling and simulative results validate the theoretical analysis and efficiency of the recurrent neural network for finding the solution for linear programming problem.  An application RNN in medicine has been presented to show the performance of the recurrent neural network.

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Published

2018-02-28

How to Cite

Das, R., & Reddy, M. S. (2018). APPLICATION OF RECURRENT NEURAL NETWORK USING MATLAB SIMULINK IN MEDICINE. Italian Journal of Pure and Applied Mathematics, 39, 23–30. Retrieved from https://journals.uniurb.it/index.php/ijpam/article/view/6958

Issue

Section

Articoli - Forum Editrice