Fast learning Circular Complex-valued Extreme Learning Machine (CC-ELM) for real-valued classification problems
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...
Main Authors: | Suresh, Sundaram, Sundararajan, Narasimhan, Savitha, R. |
---|---|
Other Authors: | School of Computer Engineering |
Format: | Journal Article |
Language: | English |
Published: |
2013
|
Online Access: | https://hdl.handle.net/10356/100129 http://hdl.handle.net/10220/13583 |
Similar Items
-
A fully complex-valued radial basis function classifier for real-valued classification problems
by: Suresh, Sundaram, et al.
Published: (2013) -
A meta-cognitive learning algorithm for a fully complex-valued relaxation network
by: Suresh, Sundaram, et al.
Published: (2013) -
Human action recognition using a fast learning fully complex-valued classifier
by: Suresh, Sundaram, et al.
Published: (2013) -
Advances in Extreme Learning Machines (ELM2011)
by: Huang, Guang-Bin, et al.
Published: (2013) -
A meta-cognitive learning algorithm for an extreme learning machine classifier
by: Suresh, Sundaram, et al.
Published: (2013)