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file type image Cornelissen N.L., Scheenen W.J.J.M., Koopman W.J.H., Roubos E.W., Gielen C.C.A.M. Minimal model for intracellular calcium oscillations and electrical bursting in mlanotrope cells of xenopus laevis. Neural Computation, vol. 13, pp. 113-137, 2000 BibTEX

Kappen H.J. Predicting newspaper sales: jed system 'weathers' the tests. Newspaper Techniques, 2000 BibTEX

Leisink M.A.R., Kappen H.J. Learning higher order boltzmann machines using linear response. Neural Networks, vol. 13, pp. 329--335, 2000 BibTEX

file type image Akaho S., Kappen H.J. Nonmonotonic generalization bias of gaussian mixture models. Ned tijdschrift voor Natuurkunde, vol. 12, pp. 1411�1427, 2000 BibTEX

Laar P. van de, Gielen C.C.A.M. Partial retraining: a new approach to input relevance determination. International Journal of Neural Systems A, vol. 9, pp. 75-85, 1999 BibTEX

Laar P. van de Pruning using parameter and neuronal metrics. Neural Computation, vol. 11, no. 4, pp. 977-993, 1999 BibTEX

file type image Barber D., Wiegerinck W.A.J.J. Tractable variational structures for approximating graphical models. Advances in Neural Information Processing Systems 11, vol. 11, pp. 183-189, 1999 BibTEX

file type image Barber D., Laar P. van de Variational cumulant expansions for intractable distributions. Journal of Artificial Intelligence Research, vol. 10, pp. 435-455, 1999 BibTEX

Bakker B. Model clustering by deterministic annealing. Proceedings of the European Symposium on Artificial Neural Networks '99, pp. 87-92, 1999 BibTEX

file type image Barber D., Wiegerinck W.A.J.J. Generative vector quantisation. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 934-940, 1999 BibTEX

file type image Leisink M.A.R., Kappen H.J. Validity of tap equations in neural network. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 425-431, 1999 BibTEX

Bakker B. A neural-bayesian approach to survival analysis. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 832-837, 1999 BibTEX

file type image Stroeve S., Kappen H.J., Gielen C.C.A.M. Stimulus segmentation in a stochastic neural network with exogenous signals. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 732-737, 1999 BibTEX

file type image Wiegerinck W.A.J.J., Kappen H.J., Nijman M.J., Braak E.W.M.T. ter, Burg W.J.P.P. ter, Ying-Lie O. Approximate inference for medical diagnosis. Pattern Recognition Letters, vol. 20, pp. 1231-1239, 1999 BibTEX

Kappen H.J., Leisink M.A.R. On the validity of mean field theory for finite size boltzmann machines. Proceedings Snowbird 99, Utah, USA, 1999 BibTEX

Kappen H.J., Wiegerinck W.A.J.J., Nijman M.J. Promedas. a probabilistic medical diagnostic advisory system. Presentatie project Promedas, 1999 BibTEX

file type image Cemgil A.T., Desain P., Kappen H.J. Rhythm quantization for transcription. Proceedings of the AISB'99 Convention, pp. 140-146, 1999 BibTEX

file type image Wiegerinck W.A.J.J., Nijman M.J., Burg W.J.P.P. ter, Braak E.W.M.T. ter, Ying-Lie O., Neijt J.P. Inference and advisory systems for medical diagnosis. 1999 BibTEX

Kappen H.J., Wiegerinck W.A.J.J., Nijman M.J., Braak E.W.M.T. ter, Burg W.J.P.P. ter, Ying-Lie O. Promedas. a probabilistic medical diagnostic advisory system. AIM'99, pp. 16, 1999 BibTEX

Barber D., Wiegerinck W.A.J.J. Generative vector quantisation. 1999 BibTEX

Heskes T.M. Energy functions for self-organizing maps. Kohonen Maps., pp. 303-315, 1999 BibTEX

file type image Kappen H.J. Glauber machines. Technical Report SNN, NIPS'99 rejected, 1999 BibTEX

Bakker B., Kappen H.J. A variational approach to bayesian survival analysis. Advances in Neural Information Processing Systems 11, 1999 BibTEX

Barber D., Wiegerinck W.A.J.J. Generative vector quantisation for feature discovery and classification. 1999 BibTEX

Barber D., Wiegerinck W.A.J.J. Feature discovery using generative vector quantisation. Neural Computation, 1999 BibTEX

Barber D. Gaussian fields for approximate inference in layered sigmoid belief networks. 1999 BibTEX

Stroeve S. Neue post, prototype study. 1999 BibTEX

file type image Laar P. van de Selection in neural information processing. pp. 112, 1999 BibTEX

Barber D. Supermarket customers-understanding their appreciation. 1999 BibTEX

Keijsers N.L.W., Horstink M.W.I.M., Gielen C.C.A.M. Detection and assessment of the severity of levodopa induced dyskinesia in patients with parkinson's disease by neural networks. Proceedings of the 11th Belgium/Netherlands Artificial Intelligence Conference, pp. 179-186, 1999 BibTEX

Heskes T.M. Analyse van de freebees data. 1999 BibTEX

Ying-Lie O., Burg W.J.P.P. ter, Braak E.W.M.T. ter, Neijt J.P., Wiegerinck W.A.J.J., Nijman M.J. A development protocol for a diagnostic dss. MIE, Intelligent medical systems, 1999 BibTEX

file type image Leisink M.A.R., Kappen H.J. An application of linear response learning. IJCNN'2000, 1999 BibTEX

file type image Gielen C.C.A.M. Neurale netwerken en slimme selectie: onbegrensde mogelijkheden. Grenzeloze selectie, pp. 39-46, 1999 BibTEX

file type image unknown author: 311, Torres J.J., Varona P., Huerta R., Weidman P. Origin of coherent structures in a discrete chaotic medium. Physical Review E, vol. 60, no. 2, pp. R1130-1133, 1999 BibTEX

Heskes T.M. Bias/variance decompositions for likelihood-based estimators. Neural Computation, vol. 10, pp. 1425-1433, 1998 BibTEX

Heskes T.M. Selecting weighting factors in logarithmic opinion pools. Advances in Neural Information Processing Systems 10, pp. 266-272, 1998 BibTEX

Corten E., Dorst L., Krose B.J.A. Oasis: open architecture for simulations with intelligent systems. IAS-5, Sapporo, Japan, Kakazu., pp. 6-12, 1998 BibTEX

Dorst L. The behaviors of a car: a study in abstraction of goal-directed motions. IEEE Systems, Man and Cybernetics Part B, 1998, vol. 28, pp. 811-822, 1998 BibTEX

Wiegerinck W.A.J.J. On-line learning with time-correlated examples. Workshop on On-Line Learning, pp. 251-278, 1998 BibTEX

file type image Heskes T.M. Solving a huge number of similar tasks: a combination of multi-task learning and a hierarchical bayesian approach. Proceedings of the International Conference on Machine Learning Learning, pp. 233-241, 1998 BibTEX

file type image Barber D., Sollich P. Online learning from finite training sets. Newton Institute, workshop online-learning, pp. 279-302, 1998 BibTEX

Barber D., Wiegerinck W.A.J.J. Tractable undirected approximations for graphical models. Artificial Neural Networks 8, vol. 1, pp. 93-99, 1998 BibTEX

Heskes T.M. Opening up the black box of neural networks. 1998 BibTEX

file type image Wiegerinck W.A.J.J., Barber D. Mean field theory based on belief networks for approximate inference. Artificial Neural Networks 8, pp. 499-504, 1998 BibTEX

Dev A., Krose B.J.A., Groen F.C.A. Predicting the future path from optic flow. RWC'98, Tokyo, Japan, pp. 265-269, 1998 BibTEX

file type image Kappen H.J., Gielen C.C.A.M., Wiegerinck W.A.J.J., Barber D., Laar P. van de Probabilistic knowledge representation. RWC'98, Tokyo, Japan, pp. 285-292, 1998 BibTEX

file type image Barber D., Wiegerinck W.A.J.J. Perturbations of the kullback-leibler divergence for intractable distributions. 1998 BibTEX

file type image Wiegerinck W.A.J.J., Barber D. Variational belief networks for approximate inference. Proceedings of the Tenth Netherlands/Belgium conference on artificial intelligence, pp. 177-183, 1998 BibTEX

file type image Leisink M.A.R., Kappen H.J. Learning higher order boltzmann machines using linear response. Artificial Neural Networks 8, vol. 2, pp. 511-517, 1998 BibTEX

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