A FAMILY OF RECURRENCE GENERATING ACTIVATION FUNCTIONS BASED ON GUDERMANN FUNCTION

Authors

  • Anna Malinova*1, Angel Golev2 , Anton Iliev3 and Nikolay Kyurkchiev4 *1,2,3&4 Faculty of Mathematics and Informatics, University of Plovdiv PaisiiHilendarski, 24, TzarAsen Str., 4000 Plovdiv, Bulgaria Author

Keywords:

Family of GudermannActivation Functions, Sign Function, HausdorffDistance, LowerBound

Abstract

In this note we construct a family of recurrence generating activation functions based on Gudermann function. We prove lower estimate for the Hausdorff approximation of the sign function by means of this family. Numerical examples, illustrating our results are given

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Published

2017-08-31

Issue

Vol. 4 No. 8 (2017): August

Section

Articles