Extreme learning machine with affine transformation inputs in an activation function

• Main Authors: Cao, Jiuwen, Zhang, Kai, Yong, Hongwei, Lai, Xiaoping, Chen, Badong, Lin, Zhiping
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Engineering::Computer science and engineering; Extreme Learning Machine; Affine Transformation Activation Function
• Online Access: https://hdl.handle.net/10356/136684
• Institution: Nanyang Technological University

The extreme learning machine (ELM) has attracted much attention over the past decade due to its fast learning speed and convincing generalization performance. However, there still remains a practical issue to be approached when applying the ELM: the randomly generated hidden node parameters without...