Distributed Extreme Learning Machine for Nonlinear Learning over Network

Distributed Extreme Learning Machine for Nonlinear Learning over Network

Distributed data collection and analysis over a network are ubiquitous, especially over a wireless sensor network (WSN). To our knowledge, the data model used in most of the distributed algorithms is linear. However, in real applications, the linearity of systems is not always guaranteed. In nonline...

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Bibliographic Details
Main Authors: Songyan Huang, Chunguang Li
Format: Article
Language:English
Published: MDPI AG 2015-02-01
Series:Entropy
Subjects:
distributed learning
extreme learning machine
nonlinear learning
diffusion
least-mean square (LMS)
recursive least squares (RLS)
regression
classification
Online Access:http://www.mdpi.com/1099-4300/17/2/818

Internet

http://www.mdpi.com/1099-4300/17/2/818

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