Modular weightless neural network architecture for intelligent navigation

• Main Authors: Siti Nurmaini, Siti Nurmaini, Mohd. Hashim, Siti Zaiton, Abang Jawawi, Dayang Norhayati
• Format: Article
• Published: ICSRS Publication 2009
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/11797/; http://www.i-csrs.org/Volumes/ijasca/vol.1/vol.1.1.1.july.09.pdf
• Institution: Universiti Teknologi Malaysia

The standard multi layer perceptron neural network (MLPNN) type has various drawbacks, one of which is training requires repeated presentation of training data, which often results in very long learning time. An alternative type of network, almost unique, is the Weightless Neural Network (WNNs) th...