Real valued classification using complex neural networks

• Main Author: Pushkar Shukla.
• Other Authors: School of Computer Engineering
• Format: Final Year Project
• Language: English
• Published: 2012
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/48587
• Institution: Nanyang Technological University

This report details the conception, design , implementation and analysis through comparative testing of a complex-valued neural network designed to classify datasets containing real values. The proposed network will consist of an input layer, which will utilise a circular(sine) function to ma...