Training set parallel implementations and analysis of backpropagation neural networks in a transputer array

• Main Author: Foo, Shou King.
• Other Authors: Paramasivan Saratchandran
• Format: Theses and Dissertations
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/19761
• Institution: Nanyang Technological University

This thesis presents a detailed study of the parallel implementations of backpropagation neural networks for reducing the training time. There are mainly two paradigms in the parallel implementations, namely, network based parallelism and training set parallelism. This study emphasises training set...