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- W47884403 abstract "In on-line gradient descent learning, the local property of the derivative of the output function can cause slow convergence. This phenomenon, called a plateau, occurs in the learning process of the multilayer network. Improving the derivative term, we employ the proposed method replacing the derivative term with a constant that greatly increases the relaxation speed. Moreover, we replace the derivative term with the 2nd order of expansion of the derivative, and it beaks a plateau faster than the original method." @default.
- W47884403 created "2016-06-24" @default.
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- W47884403 date "2014-01-01" @default.
- W47884403 modified "2023-09-27" @default.
- W47884403 title "Soft Committee Machine Using Simple Derivative Term" @default.
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- W47884403 doi "https://doi.org/10.1007/978-3-319-07173-2_6" @default.
- W47884403 hasPublicationYear "2014" @default.
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