Analysis and implementation of backpropagation neural networks on heterogeneous processor arrays

• Main Author: Foo, Shou King.
• Other Authors: Paramasivan, Saratchandran
• Format: Theses and Dissertations
• Published: 2010
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Power electronics
• Online Access: http://hdl.handle.net/10356/38978
• Institution: Nanyang Technological University

This study focuses on the parallel implementations of backpropagation (BP) neural net-works on a heterogeneous array of processors. A theoretical model of the BP algorithm running on the processor network was developed for training set parallelism and using this model the time for a training epoch w...