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.
|Journal||IEEE Transactions on Neural Networks and Learning Systems|
|Publication status||Accepted/In press - 2021|
- Convergence analysis
- Eigenvalues and eigenfunctions
- gradient descent
- in-parameter-linear nonlinear learning system
- Learning systems
- Mechanical engineering
- Stability criteria
- weight-update stability.
ASJC Scopus subject areas
- Computer Science Applications
- Computer Networks and Communications
- Artificial Intelligence