An Effective Optimization Method for Machine Learning Based on ADAM

A machine is taught by finding the minimum value of the cost function which is induced by learning data. Unfortunately, as the amount of learning increases, the non-liner activation function in the artificial neural network (ANN), the complexity of the artificial intelligence structures, and the cos...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Dokkyun Yi, Jaehyun Ahn, Sangmin Ji
Format:	Article
Language:	English
Published:	MDPI AG 2020-02-01
Subjects:	numerical optimization adam machine learning stochastic gradient methods
Online Access:	https://www.mdpi.com/2076-3417/10/3/1073