- Artificial intelligence approaches for rational drug design and discoveryWłodzisław Duch
Department of Informatics, Nicolaus Copernicus University, Grudziadzka 5, Torun, Poland
Curr Pharm Des 13:1497-508. 2007..In addition, we comment on a broader role of machine learning and artificial intelligence approaches in biomedical research...
- Neurolinguistic approach to natural language processing with applications to medical text analysisWłodzisław Duch
Department of Informatics, Nicolaus Copernicus University, Grudziadzka 5, 87 100 Torun, Poland
Neural Netw 21:1500-10. 2008....
- Uncertainty of data, fuzzy membership functions, and multilayer perceptronsWłodzisław Duch
Department of Informatics, Nicholaus Copernicus University, 87 100 Torun, Poland
IEEE Trans Neural Netw 16:10-23. 2005..Leaving fuzziness on the input side makes the networks or the rule systems easier to understand. Practical applications of these ideas are presented for analysis of questionnaire data and gene expression data...
- Understanding neurodynamical systems via Fuzzy Symbolic DynamicsKrzysztof Dobosz
Faculty of Mathematics and Computer Science, Nicolaus Copernicus University, Torun, Poland
Neural Netw 23:487-96. 2010..To illustrate the method two FSD visualizations are presented: a model system with artificial radial oscillatory sources, and the output layer (50 neurons) of Respiratory Rhythm Generator (RRG) composed of 300 spiking neurons...