| Publications: | "Extracting Markov models of peptide conformational dynamics from simulation data"
Verena Schultheis, Thomas Hirschberger, Heiko Carstens, and Paul Tavan
J. Chem. Theory Comput. 1, 515 - 526 (2005). Details
"Generalized radial basis function networks for classification and novelty detection: Self-organization of optimal Bayesian decision"
S. Albrecht, J. Busch, M. Kloppenburg, F. Metze und P. Tavan
Neural Networks 13: 1075-1093 (2000) Details
"Multivariate GRBF-Netzwerke und Systeme lokaler Experten: Neue Konzepte und ihre Anwendung bei komplexen Regelungsaufgaben"
Sebastian Albrecht
Doktorarbeit, Institut für Medizinische Optik der LMU, Fakultät für Physik, LMU München Details
"Deterministic annealing for density estimation by multivariate normal mixtures"
M. Kloppenburg, P. Tavan
Phys. Rev E 55: 2089-2092, 1997 Details
"Asymptotic level density in topological feature maps"
D.R. Dersch, P. Tavan
IEEE Transactions on Neural Networks 6: 230-236, 199 Details
"Toplogical feature maps with self-organized lateral connections: A population-coded one-layer model of associative memory"
C. Hillermeier, N. Kunstmann, B. Rabus, P. Tavan
Biol. Cybern. 72: 103-117, 1994 Details
"An associative memory that can form hypotheses: A phase-coded neural network"
N. Kunstmann, C. Hillermeier, B. Rabus, P. Tavan
Biol. Cybern. 72: 118-132, 1994 Details
"Load balanced vector quantization"
D. R. Dersch, P. Tavan
Proceedings of the ICANN'94, Sorrento M. Moreno and P.G. Morasso, eds., Springer (London 1994), 1067-1070 Details
"Self-organization of associative memory and pattern classification: Recurrent signal processing on topological feature maps"
P. Tavan, H. Grubmüller, H. Kühnel
Biol. Cybern. 64: 95-105, 1990 Details
"A self-organizing network for complete feature extraction"
J. Rubner, K. Schulten, P. Tavan
Parallel processing in neural systems and computers R. Eckmiller, G. Hartmann and G. Hauske, Eds., Elsevier, North-Holland,
pp. 365-368, 1990 Details
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