User:Radovednik

Hello!

Welcome to my page. I am interested in artificial intelligence, machine learning, data mining and neural networks. Mostly I deal with the MLP neural networks.

I've written two learning algorithms, which are enhancement of well-known Backpropagation algorithm:

1. ) Bipropagation. Instead of hidden layers it contain inner layers. This algorithm is more than 25 times faster and far more reliable than Backpropagation. ISSN 1581 -4572
2. ) Border pairs method. This is a constructive learning method for MLP without getting stuck in local minima. Only selected learning pattern (support vectors) are used. Near minimal MLP architecture is found. ISBN 978-3-642-23856-7