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

• المؤلف الرئيسي: Lan, Yuan
• مؤلفون آخرون: Huang Guangbin
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2011
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: 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...