Complex-valued neural networks and their learning algorithms

• Main Author: Savitha Ramasamy.
• Other Authors: Narasimhan Sundararajan
• Format: Theses and Dissertations
• Language: English
• Published: 2011
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/43534
• Institution: Nanyang Technological University

Recent developments in complex-valued feed-forward neural networks have found number of applications like adaptive array signal processing, medical imaging, communication engineering, etc. However, these applications demand a tighter phase approximation along with magnitude approximation, which has...