Enhancing performance of the back-propagation algorithm based on a novel regularization method of preserving inter-object-distance of data

Hu, JY; Sun, K; Zhang, H

Zhang, H (corresponding author), Xi An Jiao Tong Univ, Sch Math & Stat, 28 Xianning West Rd, Xian 710049, Peoples R China.; Zhang, H (corresponding author), Macau Univ Sci & Technol, State Key Lab Qual Res Chinese Med, Fac Informat Technol, Weilong Rd, Macau 519020, Peoples R China.

INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2021; 19 (03):

Abstract

Artificial neural networks, consisting of many levels of nonlinearities, have been widely used to deal with various supervised learning tasks. At pres......

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