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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

P

Statistical Mechanics of Support Vector Networks

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

Phys. Rev. Lett., 2975-2978. 1999

Link zur Publikation Download Bibtex Eintrag



Simulating Infinite Systems

Manfred Opper

Physica A, 545–551. 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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Probabilistic data modelling with adaptive TAP mean field theory

Manfred Opper and Ole Winther

Second Minerva Workshop on Frontiers in the Physics of Complex Systems, 119-125. 2001

Link zur Publikation Download Bibtex Eintrag

Support Vector machines learning noisy polynomial rules

Manfred Opper and Robert Urbanczik

Second Minerva Workshop on Frontiers in the Physics of Complex Systems, 110-118. 2001

Link zur Publikation Download Bibtex Eintrag

Estimating parameters in stochastic systems: A variational Bayesian approach

Michail D. Vrettas and Dan Cornford and Manfred Opper

Physica D: Nonlinear Phenomena. Elsevier, 1877-1900. 2011

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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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Variational mean-field algorithm for efficient inference in large systems of stochastic differential equations

Michail D. Vrettas and Dan Cornford and Manfred Opper

Physical Review E, 012148. 2015

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Adaptive and Selfaveraging TAP Mean Field Theory

Manfred Opper and Ole Winther

Physical Review E, 056131. 2001

Link zur Publikation Download Bibtex Eintrag

Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity

Jakob Macke and Manfred Opper and Matthias Bethge

Physical Review Letters. American Physical Society, 208102. 2011

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Physik lernender Netzwerke (physics of learning networks)

Manfred Opper

Physikalische Blätter, 569–574. 1992

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Z

The Quantum Lifetime of the Davydov Soliton

Hannes Bolterauer and Manfred Opper

Z. Phys. B, 95–103. 1991

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Solitons in the Statistical Mechanics of the Toda Lattice

Hannes Bolterauer and Manfred Opper

Z. Phys. B, 155–161. 1981

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Postadresse

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