Convergence properties of 2-state neural networks with associate memory

• Main Author: Lim, Tee Hong.
• Other Authors: Arichandran
• Format: Theses and Dissertations
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/19642
• Institution: Nanyang Technological University

This is a study of the dynamics of neural network as formulated by Hopfield in 1982. Various update algorithms are analysed and these include the synchronous update, the asynchronous update, the best neighbour update, the gradient update and the modified gradient update. A study was also carried o...