Articles with "sparse restricted" as a keyword



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An Adaptive Deep Belief Network With Sparse Restricted Boltzmann Machines

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Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2019.2952864

Abstract: Deep belief network (DBN) is an efficient learning model for unknown data representation, especially nonlinear systems. However, it is extremely hard to design a satisfactory DBN with a robust structure because of traditional dense representation.… read more here.

Keywords: belief network; restricted boltzmann; sparse restricted; deep belief ... See more keywords