American Journal of Neural Networks and Applications

Volume 2, Issue 1, February 2016

  • Convergence of Online Gradient Method for Pi-sigma Neural Networks with Inner-penalty Terms

    Kh. Sh. Mohamed, Xiong Yan, Y. Sh. Mohammed, Abd-Elmoniem A. Elzain, Habtamu Z. A., Abdrhaman M. Adam

    Issue: Volume 2, Issue 1, February 2016
    Pages: 1-5
    Received: 14 March 2016
    Accepted: 30 March 2016
    Published: 10 May 2016
    Abstract: This paper investigates an online gradient method with inner- penalty for a novel feed forward network it is called pi-sigma network. This network utilizes product cells as the output units to indirectly incorporate the capabilities of higher-order networks while using a fewer number of weights and processing units. Penalty term methods have been w... Show More