Comments on ``Convergence Analysis of Adaptive Exponential Functional Link Network''

Ivo Bukovsky, Gejza Dohnal, Noriyasu Homma

Research output: Contribution to journalArticlepeer-review


This article is to comment on the derivation of the weight-update stability of in-parameter-linear nonlinear learning system with the gradient descent learning rule in the above article. Our comments are not to disqualify the commented article's whole contribution; however, the issues should be pointed out to avoid their proliferation.

Original languageEnglish
JournalIEEE Transactions on Neural Networks and Learning Systems
Publication statusAccepted/In press - 2021
Externally publishedYes


  • Convergence analysis
  • Education
  • Eigenvalues and eigenfunctions
  • Europe
  • gradient descent
  • in-parameter-linear nonlinear learning system
  • Investment
  • Learning systems
  • Mechanical engineering
  • Stability criteria
  • weight-update stability.

ASJC Scopus subject areas

  • Software
  • Computer Science Applications
  • Computer Networks and Communications
  • Artificial Intelligence


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