A homotopy recursive algorithm for multilayer feedforward neural network

Yang Dali Yang Dali,Liu Zemin Liu Zemin,Zhou Zheng Zhou Zheng

doi:10.1109/sipnn.1994.344887

A homotopy recursive algorithm for multilayer feedforward neural network

Yang Dali Yang Dali, Liu Zemin Liu Zemin + Show 1 more

https://doi.org/10.1109/sipnn.1994.344887

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Publication Date: Apr 13, 1994

Affiliation: Beijing University of Posts and Telecommunications

#Algorithm For Feedforward Neural Network #Global Convergence Speed + Show 8 more

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Abstract

This paper proposes a homotopy recursive backpropagation (BP) algorithm, which introduces the homotopy continuation method to the multilayer feedforward neural network so as to provide the global convergence and faster convergence speed than conventional BP algorithm for the feedforward neural network. >

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