IEEE - Institute of Electrical and Electronics Engineers, Inc. - An improved parallel MDBN with AVMD for nonlinear system modeling

Author(s): Qibing Jin ; Hengyu Zhang ; Yuming Zhang ; Wu Cai ; Meixuan Chi
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2020.2968508
Regular:

Nonlinear system modeling using Deep Belief Network (DBN) is currently a research hotspot. However, the training process of DBN needs large amount of data to guarantee accuracy, and the... View More

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