Neural Network Methods for Solving Differential Equations

  • Neha YadavEmail author
  • Anupam Yadav
  • Manoj Kumar
Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)


In this chapter we presented different neural network methods for the solution of differential equations mainly Multilayer perceptron neural network, Radial basis function neural network, Multiquadric radial basis function network, Cellular neural network, Finite element neural network and Wavelet neural network. Recent development in all the above given methods has been also presented in this chapter to get better knowledge about the subject.


Multilayer perceptron Radial basis function Multiquadric functions Finite element Wavelet method Cellular network 

Copyright information

© The Author(s) 2015

Authors and Affiliations

  1. 1.Department of Applied SciencesITM UniversityGurgaonIndia
  2. 2.Department of Sciences and HumanitiesNational Institute of Technology UttarakhandSrinagarIndia
  3. 3.Department of MathematicsMotilal Nehru National Institute of TechnologyAllahabadIndia

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