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Boundedness and convergence of online gradient method with penalty and momentum

  • Published:2011-02 Issue:5 Volume:74 Page:765-770
  • ISSN:0925-2312
  • Container-title:Neurocomputing
  • language:en
  • Short-container-title:Neurocomputing

Author:

Shao Hongmei,Zheng Gaofeng

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference17 articles.

1. Parallel Distributed Processing—Explorations in the Microstructure of Cognition;Rumelhart,1986

2. Neural Networks: A Comprehensive Foundation;Haykin,2001

3. Deterministic convergence of an online gradient method for neural networks;Wu;Journal of Computational and Applied Mathematics,2002

4. Training multilayer perceptrons via minimization of sum of ridge functions;Wu;Advances in Computational Mathematics,2002

5. Stability of steepest descent with momentum for quadratic functions;Torii;IEEE Transactions on Neural Networks,2002

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