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

• Main Author: Lan, Yuan
• Other Authors: Huang Guangbin
• Format: Theses and Dissertations
• Language: English
• Published: 2011
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/44760
• Institution: Nanyang Technological University

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...