List of Pubblications in  Scientific Activity by Alessandro  Scientific Activity by Alessandro

Research Activity

• Neural Networks
• supervised and unsupervised learning algorithms;
•  mixed learning algorithms (supervised + unsupervised);
•  optimization of the structure of feed-forward networks in order to improve generalization (pruning and regularization techniques);
•  recurrent networks;
•  representation and processing of data structures by neural networks (reduced representations);
•  gating connections;
•  associative memories;
•  neuro-fuzzy networks;
•  complexity and computational issues;
• Hybrid Systems
• combining simbolic and fuzzy systems with connectionist systems;
• Pattern Recognition
• medical applications;
•  tangent distance based techniques;

Mon Mar 8 23:18:59 MET 1999