Minimization Algorithm for Training Feed Forward Neural Network

Artículo

Minimization Algorithm for Training Feed Forward Neural Network

Khalil K. Abbo et al · University of Mosul, College of Education for Pure Science · 2013

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Author / responsible party

Khalil K. Abbo et al

Publisher

University of Mosul, College of Education for Pure Science

Year

2013

ISSN

1812-125X

ISSN

1812-125X

Language

English

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Abstract<br /> In this paper we suggested a new learning rate , which improves the classical Backpropagation algorithm (BP). The derivatation of are based on approximating the error function to the quadratic one in sufficiently small neighborhood for the optimal weight vector. The suggested algorithm (Spectral Backpropagation SBP say) is tested and the experimental results show that the SBP learning strategy improves the considered methods.

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APA 7

al, K. K. A. E. (2013). Minimization Algorithm for Training Feed Forward Neural Network. https://doi.org/10.33899/edusj.2013.89659

MLA

al, Khalil K. Abbo et. "Minimization Algorithm for Training Feed Forward Neural Network." 2013. https://doi.org/10.33899/edusj.2013.89659.

Chicago

al, Khalil K. Abbo et. 2013. "Minimization Algorithm for Training Feed Forward Neural Network.". https://doi.org/10.33899/edusj.2013.89659.

Harvard

al, K. K. A. E. 2013, Minimization Algorithm for Training Feed Forward Neural Network, University of Mosul, College of Education for Pure Science, available at: https://doi.org/10.33899/edusj.2013.89659 [Accessed 7 Aug. 2026].

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Title: Minimization Algorithm for Training Feed Forward Neural Network

Author / contributors: Khalil K. Abbo et al

Publisher: University of Mosul, College of Education for Pure Science

Publication year: 2013

ISSN: 1812-125X

ISSN: 1812-125X

Language: English

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training feed forward neural network; weight vector; small neighborhood