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Inhalt des Dokuments

Prof. Dr. Manfred Opper

Lupe [1]
  • Leiter der Einheit KI
  • Raum: MAR 4.017
  • Telefon: +4930 314-73749
  • E-Mail: manfred.opper <AT> tu-berlin.de

 

 


Sprechstunde nach Vereinbarung

  • Forschungsgebiete [2]
  • Publikationen [3]
  • Lebenslauf [4]

Publikationen

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1992

Estimating Average - Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods [21]

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

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

Download Bibtex Eintrag [22]

1991

Tilinglike Learning in the Parity Machine [23]

Michael Biehl and Manfred Opper

Phys. Rev. A, 6888–6894. 1991

Download Bibtex Eintrag [24]

Generalization Performance of Bayes Optimal Prediction Algorithm for Learning a Perceptron [25]

Manfred Opper and David Haussler

Phys. Rev. Lett., 2677–2680. 1991

Download Bibtex Eintrag [26]

The Quantum Lifetime of the Davydov Soliton [27]

Hannes Bolterauer and Manfred Opper

Z. Phys. B, 95–103. 1991

Download Bibtex Eintrag [28]

Parallel Dynamics of the Neural Network with Pseudoinverse Coupling Matrix [29]

Rolf Dieter Henkel and Manfred Opper

J. Phys A, 2201–2218. 1991

Download Bibtex Eintrag [30]

Dynamics of Learning [31]

Wolfgang Kinzel and Manfred Opper

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

Download Bibtex Eintrag [32]

Calculation of the Learning Curve of Bayes Optimal Classification Algorithm for Learning a Perceptron With Noise [33]

Manfred Opper and David Haussler

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

Download Bibtex Eintrag [34]

Statistische Mechanik des Lernens in neuronalen Netzwerken (Statistical mechanics of learning in neural networks [35]

Manfred Opper

1991

Download Bibtex Eintrag [36]

1990

On the Ability of the Optimal Perceptron to Generalize [37]

Manfred Opper and Wolfgang Kinzel and Jörg Kleinz and Rainer Nehl

J. Phys. A, L581–L586. 1990

Download Bibtex Eintrag [38]

Distribution of Internal Fields and Dynamics of Neural Networks [39]

Rolf Dieter Henkel and Manfred Opper

Europhys. Lett., 403–408. 1990

Download Bibtex Eintrag [40]

Learning algorithm for a Neural Network with binary synapses [41]

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

Zeitschrift für Physik B, 333–342. 1990

Download Bibtex Eintrag [42]

1989

Replicators with Random Interactions- a Solvable Model [43]

Sigurd Diederich and Manfred Opper

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

Download Bibtex Eintrag [44]

Critical Storage Capacity of the $J= pm 1$ Neural Network [45]

Werner Krauth and Manfred Opper

J. Phys. A, L519–L523. 1989

Download Bibtex Eintrag [46]

Basins of Attraction near the Critical Storage Capacity for Neural Networks with Constant Stabilities [47]

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

J. Phys. A, L407–L411. 1989

Download Bibtex Eintrag [48]

Learning in Neural Networks: Solvable Dynamics [49]

Manfred Opper

Europhys. Lett., 389–392. 1989

Download Bibtex Eintrag [50]

<< zurück [51]
vor >> [63]

Postadresse

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