Transfer Extreme Learning Machine with Output Weight Alignment

Extreme Learning Machine (ELM) as a fast and efficient neural network model in pattern recognition and machine learning will decline when the labeled training sample is insufficient. Transfer learning helps the target task to learn a reliable model by using plentiful labeled samples from the differe...

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Bibliographic Details
Main Authors: Shaofei Zang, Yuhu Cheng, Xuesong Wang, Yongyi Yan
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2021/6627765