Network ensemble and constructive algorithms for model selection of extreme learning machine

• 主要作者: Lan, Yuan
• 其他作者: Huang Guangbin
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2011
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• 在線閱讀: https://hdl.handle.net/10356/44760

The extreme learning machine (ELM) introduced by Huang et al. is a learning algorithm designed based on the generalized SLFNs with a wide variety of hidden nodes. It randomly generates hidden node parameters and then determines the output weights analytically. ELM is very simple and it tends to obta...