Nn-poly: approximating common neural networks with taylor polynomials to imbue dynamical system constraints

HIGHLIGHTS

• who: . and collaborators from the United States Chukyo University, Japan have published the research: NN-Poly: Approximating common neural networks with Taylor polynomials to imbue dynamical system constraints, in the Journal: (JOURNAL)
• what: Show high accuracy and efficiency when dealing with test cases; the authors discuss how to extend NN-Poly to various other cases.
• how: The condition for the NN-Poly method to be less complex than a polynomial from the raw data is given in Eq 80.
• future: The polynomial that results from this approach does not have to . . .
  

   

  

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