IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Fuzzy Restricted Boltzmann Machine: Novel Learning Algorithms Based on Crisp Possibilistic Mean Value of Fuzzy Numbers

Author(s): Shuang Feng ; C. L. Philip Chen
Sponsor(s): IEEE Computational Intelligence Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Paper): 1063-6706
ISSN (Online): 1941-0034
DOI: 10.1109/TFUZZ.2016.2639064
Regular:

A Fuzzy Restricted Boltzmann Machine (FRBM) is extended from a Restricted Boltzmann Machine (RBM) by replacing all the real-valued parameters with fuzzy numbers. A new FRBM that employs the crisp... View More

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