Analysis and implementation of minimal resource allocation networks (MRAN) for real-time applications

• Main Author: Tan, Kok Leong.
• Other Authors: Saratchandran, Paramasivan
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/3375
• Institution: Nanyang Technological University

This thesis presents the theoretical and experimental analysis of computational complexity and performance evaluation of minimal resources allocation network (MRAN) from a real-time implementation perspective. MRAN is a sequential learning network and has the same structure as a radial basis functio...