IEEE - Institute of Electrical and Electronics Engineers, Inc. - A robust fuzzy CMAC for function approximation

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Horng-Lin Shieh ; Chin-Yun Bao
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: 6
Page(s): 2,962 - 2,966
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.2010.5580760
Regular:

This paper proposes a new robust fuzzy CMAC algorithm for function approximation. The advantages of CMAC neural network are fast learning convergence, capable of mapping nonlinear functions... View More

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