Fast learning Circular Complex-valued Extreme Learning Machine (CC-ELM) for real-valued classification problems

• Main Authors: Suresh, Sundaram, Sundararajan, Narasimhan, Savitha, R.
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Online Access: https://hdl.handle.net/10356/100129; http://hdl.handle.net/10220/13583
• Institution: Nanyang Technological University

In this paper, we present a fast learning fully complex-valued extreme learning machine classifier, referred to as ‘Circular Complex-valued Extreme Learning Machine (CC-ELM)’ for handling real-valued classification problems. CC-ELM is a single hidden layer network with non-linear input and hidden la...