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TU Berlin

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Prof. Dr. Manfred Opper


Head of Research Group AI
Office: FR 5059
Phone: +49 30 314-73749
E-Mail: manfred.opper <AT> tu-berlin.de
Consulting hour according to agreement



Estimating Average - Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods

David Haussler and Michael Kearns and Manfred Opper and Robert E. Schapire

Advances in Neural Information Processing Systems 4. Morgan Kaufmann, 855–862. 1992

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Tilinglike Learning in the Parity Machine

Michael Biehl and Manfred Opper

Phys. Rev. A, 6888–6894. 1991

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The Quantum Lifetime of the Davydov Soliton

Hannes Bolterauer and Manfred Opper

Z. Phys. B, 95–103. 1991

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Parallel Dynamics of the Neural Network with Pseudoinverse Coupling Matrix

Rolf Dieter Henkel and Manfred Opper

J. Phys A, 2201–2218. 1991

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Dynamics of Learning

Wolfgang Kinzel and Manfred Opper

Physics of Neural Networks. Springer Verlag, 149–171. 1991

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Calculation of the Learning Curve of Bayes Optimal Classification Algorithm for Learning a Perceptron With Noise

Manfred Opper and David Haussler

Proceedings of the Fourth Annual Conference on Computational Learning Theory. Morgan Kaufmann, 75–87. 1991

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On the Ability of the Optimal Perceptron to Generalize

Manfred Opper and Wolfgang Kinzel and Jörg Kleinz and Rainer Nehl

J. Phys. A, L581–L586. 1990

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Distribution of Internal Fields and Dynamics of Neural Networks

Rolf Dieter Henkel and Manfred Opper

Europhys. Lett., 403–408. 1990

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Learning algorithm for a Neural Network with binary synapses

H. Köhler and Sigurd Diederich and Wolfgang Kinzel and Manfred Opper

Zeitschrift für Physik B, 333–342. 1990

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Replicators with Random Interactions- a Solvable Model

Sigurd Diederich and Manfred Opper

Phys. Rev. A (Rapid Comm.), 4333. 1989

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Critical Storage Capacity of the $J= \pm 1$ Neural Network

Werner Krauth and Manfred Opper

J. Phys. A, L519–L523. 1989

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Basins of Attraction near the Critical Storage Capacity for Neural Networks with Constant Stabilities

Manfred Opper and Jörg Kleinz and H. Köhler and Wolfgang Kinzel

J. Phys. A, L407–L411. 1989

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Learning in Neural Networks: Solvable Dynamics

Manfred Opper

Europhys. Lett., 389–392. 1989

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Postal Address

TU Berlin
Fakultät IV
Elektrotechnik und Informatik
sec. MAR 4-2
Marchstrasse 23
D-10587 Berlin