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Discrete Dynamics in Nature and Society
Volume 2010, Article ID 829692, 27 pages
Research Article

Convergence of an Online Split-Complex Gradient Algorithm for Complex-Valued Neural Networks

1Department of Mathematics, Dalian Maritime University, Dalian 116026, China
2Department of Applied Mathematics, Harbin Engineering University, Harbin 150001, China

Received 1 September 2009; Accepted 19 January 2010

Academic Editor: Manuel De La Sen

Copyright © 2010 Huisheng Zhang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [4 citations]

The following is the list of published articles that have cited the current article.

  • Dongpo Xu, Huisheng Zhang, and Lijun Liu, “Convergence analysis of three classes of split-complex gradient algorithms for complex-valued recurrent neural networks,” Neural Computation, vol. 22, no. 10, pp. 2655–2677, 2010. View at Publisher · View at Google Scholar
  • Huisheng Zhang, and Wu Wei, “Convergence of split-complex backpropagation algorithm with A momentum,” Neural Network World, vol. 21, no. 1, pp. 75–90, 2011. View at Publisher · View at Google Scholar
  • Sufang Li, and Mingyan Jiang, “Time-varying channel tracking and prediction based on complex-valued back-propagation Neural Network,” Journal of Information and Computational Science, vol. 11, no. 18, pp. 6579–6589, 2014. View at Publisher · View at Google Scholar
  • Matej Buzgo, Jarmila Greplova, Miroslav Soural, Dagmar Bezdekova, Andrea Mickova, Olga Kofronova, Oldrich Benada, Jan Hlavac, and Evzen Amler, “PVA immunonanofibers with controlled decay,” Polymer, vol. 77, pp. 387–398, 2015. View at Publisher · View at Google Scholar