Publications of K-R Müller

Vannerem, P.; Müller, K.-R.; Smola, A.; Schölkopf, B.; Söldner-Rembold, S.: Classifying LEP data with support vector algorithms. In: 6th International Workshop on New Computing Techniques in Physics Research: Software Engineering, Artificial Intelligence Neural Nets, Genetic Algorithms, Symbolic Algebra, Automatic Calculation (AIHENP 1999), pp. 1 - 7. 6th International Workshop on New Computing Techniques in Physics Research: Software Engineering, Artificial Intelligence Neural Nets, Genetic Algorithms, Symbolic Algebra, Automatic Calculation (AIHENP 1999), Heraklion, Greece, April 12, 1999 - April 16, 1999. (1999)

Müller, K.-R.; Smola, A.; Rätsch, G.; Schölkopf, B.; Kohlmorgen, J.; Vapnik, V.: Using support vector machines for time series prediction. In: Advances in kernel methods: support vector learning, pp. 243 - 253 (Eds. Schölkopf, B.; Burges, C.; Smola, A.). Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Breckenridge, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1999)

Schölkopf, B.; Smola, A.; Müller, K.-R.: Kernel principal component analysis. In: Advances in kernel methods: support vector learning, pp. 327 - 352 (Eds. Schölkopf, B.; Burges, C.; Smola, A.). Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Breckenridge, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1999)

Schölkopf, B.; Mika, S.; Smola, A.; Rätsch, G.; Müller, K.-R.: Kernel PCA pattern reconstruction via approximate pre-images. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 147 - 152 (Eds. Niklasson, L.; Bodén, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, London, UK (1998)

Smola, A.; Murata, N.; Schölkopf, B.; Müller, K.-R.: Asymptotically optimal choice of varepsilon-loss for support vector machines. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 105 - 110 (Eds. Niklasson, L.; Boden, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, Berlin, Germany (1998)

Smola, A.; Murata, N.; Schölkopf, B.; Müller, K.-R.: Asymptotically Optimal Choice of ε-Loss for Support Vector Machines. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 105 - 110 (Eds. Niklasson, L.; Bodén, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, London, UK (1998)

Smola, A.; Schölkopf, B.; Müller, K.-R.: Convex Cost Functions for Support Vector Regression. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 99 - 104 (Eds. Niklasson, L.; Bodén, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, London, UK (1998)

Schölkopf, B.; Smola, A.; Müller, K.-R.; Burges, C.; Vapnik, V.: Support Vector methods in learning and feature extraction. In: Ninth Australian Conference on Neural Networks (ACNN 1998), pp. 72 - 78 (Eds. Downs, T.; Frean, M.; Gallagher, M.). Ninth Australian Conference on Neural Networks (ACNN 1998), Brisbane, Australia, February 11, 1998 - February 13, 1998. St. Lucia (1998)

Smola, A.; Schölkopf, B.; Müller, K.-R.: General cost functions for support vector regression. In: Ninth Australian Conference on Neural Networks (ACNN 1998), pp. 79 - 83 (Eds. Downs, T.; Frean, M.; Gallagher, M.). Ninth Australian Conference on Neural Networks (ACNN 1998), Brisbane, Australia, February 11, 1998 - February 13, 1998. St. Lucia (1998)

Müller, K.-R.; Smola, A.; Rätsch, G.; Schölkopf, B.; Kohlmorgen, J.; Vapnik, V.: Predicting time series with support vector machines. In: Artificial Neural Networks - ICANN'97: 7th International Conference Lausanne, Switzerland, October 8–10, 1997, pp. 999 - 1004 (Eds. Gerstner, W.; Germond, A.; Hasler, M.; Nicoud, J.-D.). 7th International Conference on Artificial Neural Networks (ICANN 1997), Lausanne, Switzerland, October 08, 1997 - October 10, 1997. Springer, Berlin, Germany (1997)

Schölkopf, B.; Smola, A.; Müller, K.-R.: Kernel principal component analysis. In: Artificial Neural Networks - ICANN'97: 7th International Conference Lausanne, Switzerland, October 8–10, 1997, pp. 583 - 588 (Eds. Gerstner, W.; Germond, A.; Hasler, M.; Nicoud, J.-D.). 7th International Conference on Artificial Neural Networks (ICANN 1997), Lausanne, Switzerland, October 08, 1997 - October 10, 1997. Springer, Berlin, Germany (1997)

Biessmann, F.; Meinecke, F.; Murayama, Y.; Logothetis, N.; Müller, K.: Comparison of Mass-Univariate, Unimodal and Multivariate Multimodal Analysis Methods for Neurovascular Coupling Analysis. In Frontiers in Computational Neuroscience, 2010 (Conference Abstract: Bernstein Conference on Computational Neuroscience). Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, September 27, 2010 - October 01, 2010. Frontiers Research Foundation, Lausanne (2010)

Biessmann, F.; Meinecke, F.; Murayama, Y.; Logothetis, N.; Müller, K.-R.: Neurovascular coupling dynamics in primary visual cortex during spontaneous activity. In 6th International Ph.D. Symposium: Berlin Brain Days, p. 18. 6th International Ph.D. Symposium: Berlin Brain Days, Berlin, Germany, December 09, 2009 - December 11, 2009. (2009)

Rauch, A.; Meinec, F.; Biessmann, F.; Müller, K.-R.; Logothetis, N.; Rainer, G.: The effect of a serotonine agonist on neural activity and BOLD activity in monkey primary visual cortex, a pharmacological fMRI (PhMRI) study. In Frontiers in Computational Neuroscience, 2008 (Conference Abstract: Bernstein Symposium 2008). Bernstein Symposium 2008, München, Germany, October 08, 2008 - October 10, 2008. Frontiers Research Foundation, Lausanne (2008)

Müller, K.-R.: Machine learning for neurotechnology. Brain Connectivity Workshop (BCW 2010), Berlin, Germany (2010)

Biessmann, F.; Murayama, Y.; Meinecke, F.; Logothetis, N.; Müller, K.-R.: Spatio-Temporal Coupling between Neural Activity and Bold Response in Primary Visual Cortex. AREADNE 2010: Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece (2010)

Biessmann, F.; Meinecke, F.; Bhattacharyya, A.; Veit, J.; Kretz, R.; Müller, K.-R.; Rainer, G.: Comparison of V1 receptive fields mapped with spikes and local field potentials. 7th Computational and Systems Neuroscience Meeting (COSYNE 2010), Salt Lake City, UT, USA (2010)

Biessmann, F.; Gretton, A.; Meinecke, F.; Zhang, X.; Rainer, G.; Logothetis, N.; Müller, K.-R.; Rauch, A.: Investigating neurovascular coupling using canonical correlation analysis between pharmacological MRI and electrophysiology. Eighteenth Annual Computational Neuroscience Meeting (CNS*2009), Berlin, Germany (2009)

Biessmann, F.; Rauch, A.; Meinecke, F.; Zhang, X.; Rainer, G.; Müller, K.-R.; Logothetis, N.: Investigating the relationship between pharmacological MRI and electrophysiology using Canonical Correlation Analysis. 6th Forum of European Neuroscience (FENS 2008), Geneva, Switzerland (2008)

Rätsch, G.; Sonnenburg, S.; Srinivasan, J.; Müller, K.-R.; Sommer , R.; Schölkopf, B.: Splice Form Prediction using Machine Learning. 14th International Conference on Intelligent Systems for Molecular Biology (ISMB 2006), Fortaleza, Brazil (2006)