IEEE - Institute of Electrical and Electronics Engineers, Inc. - Sensitivity analysis of multilayer percetron based on elastic function

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Chun-Guo Li ; Hai-Feng Li ; Yu-Fen Zhang ; Qun-Feng Zhang
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): 1,490 - 1,493
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.2010.5580843
Regular:

The sensitivity analysis can help to construct a tightly neural network. There are several methods to define the sensitivity of input and weight for perturbations to the trained neural network.... View More

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