IEEE - Institute of Electrical and Electronics Engineers, Inc. - A growing architecture selection for Multilayer Perceptron Neural Network by the L-GEM

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Jin-Cheng Li ; Ng, W.W.Y. ; Chan, P.P.K. ; Yeung, D.S.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Qingdao, China, China
Conference Date: 11 July 2010
Volume: 3
Page(s): 1,402 - 1,407
ISBN (CD): 978-1-4244-6525-5
ISBN (Electronic): 978-1-4244-6527-9
ISBN (Paper): 978-1-4244-6526-2
DOI: 10.1109/ICMLC.2010.5580850
Regular:

The number of hidden neurons has a great influence on the generalization capability of Multilayer Perceptron Neural Network (MLPNN). The ultimate goal of building a MLPNN is to recognize (or... View More

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