Orthogonal least squares based complex-valued functional link network

• Main Authors: Amin, Md. Faijul, Savitha, Ramasamy, Amin, Muhammad Ilias, Murase, Kazuyuki
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/97457; http://hdl.handle.net/10220/10620
• Institution: Nanyang Technological University

Functional link networks are single-layered neural networks that impose nonlinearity in the input layer using nonlinear functions of the original input variables. In this paper, we present a fully complex-valued functional link network (CFLN) with multivariate polynomials as the nonlinear functions....