Extreme learning machines for feature learning

• Main Author: Liyanaarachchi Lekamalage, Chamara Kasun
• Other Authors: Huang Guangbin
• Format: Theses and Dissertations
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/69620
• Institution: Nanyang Technological University

Neural Networks (NN) map input data to desired output data in image processing, time series prediction and data analytics. The commonly used variant of NN is Single Layer Feed forward Neural network (SLFN) due to its simple network architecture and universal approximation capability. Traditionally t...