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Prof. Dr. Manfred Opper

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



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Learning in Artificial Neural Networks: The Statistical Mechanics Approach

Manfred Opper

Supercomputing in Brain Reasearch: From Tomography to Neural Networks. World Scientific, 321–330. 1995

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Maximal Stability in Unsupervised Learning

Andreas Mietzner and Manfred Opper and Wolfgang Kinzel

J. Phys. A, 2785–2797. 1995

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Statistical Mechanics of the Knapsack Problem

Elka Korutcheva and Manfred Opper and Bernardo J. López

J. Phys. A, L645–L650. 1994

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Simulating Infinite Systems

Manfred Opper

Physica A, 545–551. 1993

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Exact Solution to a Toy Random Field Model

Manfred Opper

J. Phys. A, L719–L722. 1993

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The effect of correlations in neural networks

Andreas Wendemuth and Manfred Opper and Wolfgang Kinzel

J. Phys. A, 3165–3185. 1993

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The Generalization Ability of Perceptrons with Continuous Outputs

Siegfried Bös and Wolfgang Kinzel and Manfred Opper

Physical Review E, 1384. 1993

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Construction Algorithm for the Parity Machine

Michael Biehl and Manfred Opper

Physica A, 307–313. 1993

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Phase Transition and $1/f$ Noise in a Game dynamical Model

Manfred Opper and Sigurd Diederich

Phys. Rev. Lett., 1616-1619. 1992

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Generalization in a two–layer network

Holm Schwarze and Manfred Opper and Wolfgang Kinzel

Phys. Rev. A, 6185–6188. 1992

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Physik lernender Netzwerke (physics of learning networks)

Manfred Opper

Physikalische Blätter, 569–574. 1992

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Query by committee

H. Sebastian Seung and Manfred Opper and Haim Sompolinsky

Proceedings of the Fifth Annual Conference on Computational Learning Theory. ACM Press, 287-294. 1992

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