IEEE - Institute of Electrical and Electronics Engineers, Inc. - TL-GDBN: Growing Deep Belief Network With Transfer Learning

Author(s): GongMing Wang ; JunFei Qiao ; Jing Bi ; WenJing Li ; MengChu Zhou
Sponsor(s): IEEE Robotics and Automation Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 12
ISSN (Electronic): 1558-3783
ISSN (Paper): 1545-5955
DOI: 10.1109/TASE.2018.2865663
Regular:

A deep belief network (DBN) is effective to create a powerful generative model by using training data. However, it is difficult to fast determine its optimal structure given specific applications.... View More

Advertisement