IEEE - Institute of Electrical and Electronics Engineers, Inc. - Training Fuzzy Cognitive Maps by using Hebbian learning algorithms: A comparative study

2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Author(s): Papakostas, G.A. ; Polydoros, A.S. ; Koulouriotis, D.E. ; Tourassis, V.D.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2011
Conference Location: Taipei, Taiwan, Taiwan
Conference Date: 27 June 2011
Page(s): 851 - 858
ISBN (Electronic): 978-1-4244-7317-5
ISBN (Paper): 978-1-4244-7315-1
ISBN (Online): 978-1-4244-7316-8
ISSN (Paper): 1098-7584
ISSN (Online): 1098-7584
DOI: 10.1109/FUZZY.2011.6007544
Regular:

A detailed analysis of the Hebbian-like learning algorithms applied to train Fuzzy Cognitive Maps (FCMs) is presented in this paper. These algorithms aim to find appropriate weights between the... View More

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