Unsupervised learning in second-order neural networks for motion analysis

• Main Authors: Maul, Tomas, Baba, Mohd Sapiyan
• Format: Article
• Published: Elsevier 2011
• Subjects: QA75 Electronic computers. Computer science; T Technology (General)
• Online Access: http://eprints.um.edu.my/5670/; https://doi.org/10.1016/j.neucom.2010.09.023

This paper demonstrates how unsupervised learning based on Hebb-like mechanisms is sufficient for training second-order neural networks to perform different types of motion analysis. The paper studies the convergence properties of the network in several conditions, including different levels of nois...