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TU Berlin

Inhalt des Dokuments

Prof. Dr. Manfred Opper

Lupe
  • Leiter der Einheit KI
  • Raum: MAR 4.017
  • Telefon: +4930 314-73749
  • E-Mail: manfred.opper <AT> tu-berlin.de

 

 


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Publikationen

Statistical Mechanics of Learning in Neural Network Models

Manfred Opper and Sigurd Diederich and Joachim K. Anlauf

Neural Networks from Models to Applications. I.D.S.E.T., Paris, 235–243. 1988

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Learning by Error Correction in Spin Glass Models of Neural Networks

Sigurd Diederich and Manfred Opper and Rolf Dieter Henkel and Wolfgang Kinzel

Computer Simulations in Brain Science. Cambridge University Press. 1988

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Resonant and Quasiclassical Excitations of Solitons in the Alpha- Helix

Hannes Bolterauer and Rolf Dieter Henkel and Manfred Opper

Structure, Coherence and Chaos in Dynamical Systems. Manchester University Press, 625–631. 1986

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Approximate inference for stochastic reaction processes

Andreas Ruttor and Guido Sanguinetti and Manfred Opper

Learning and Inference in Computational Systems Biology. MIT Press, 189-205. 2010

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Approximate parameter inference in a stochastic reaction-diffusion model

Andreas Ruttor and Manfred Opper

Proceedings of The Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS) 2010. JMLR, 669-676. 2010

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Approximate inference in continuous time Gaussian-Jump processes

Manfred Opper and Andreas Ruttor and Guido Sanguinetti

Advances in Neural Information Processing Systems 23, 1831–1839. 2010

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Comparing diffusion and weak noise approximations for inference in reaction models

Andreas Ruttor and Florian Stimberg and Manfred Opper

Proceedings of the Fourth International Workshop on Machine Learning in Systems Biology (October 15-16, 2010, Edinburgh, UK), 149–152. 2010

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MCMC for continuous time switching models

Florian Stimberg and Andreas Ruttor and Manfred Opper

NIPS Workshop on Monte Carlo Methods for Modern Applications (December 10, 2010, Whistler, Canada) 2010

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Bayesian Inference for Models of Transcriptional Regulation Using Markov Chain Monte Carlo Sampling

Florian Stimberg and Andreas Ruttor and Manfred Opper

Proceedings of the 8th International Workshop on Computational Systems Biology (WCSB). Tampere University of Technology, Tampere, Finland, 169–172. 2011

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Inference in continuous-time change-point models

Florian Stimberg and Manfred Opper and Guido Sanguinetti and Andreas Ruttor

Advances in Neural Information Processing Systems 24, 2717–2725. 2011

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Analytical Results for the Error in Filtering of Gaussian Processes

Alex Susemihl and Manfred Opper and Ron Meir

Advances in Neural Information Processing Systems 24. Curran Associates, Inc., 2303–2311. 2011

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Postadresse

TU Berlin
Fakultät IV
Elektrotechnik und Informatik
Sekr. MAR 4-2
Marchsstrasse 23
D-10587 Berlin