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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

<< zurück [5]
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P

Statistical Mechanics of Support Vector Networks [21]

Rainer Dietrich and Manfred Opper and Haim Sompolinsky

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

Link zur Publikation [22] Download Bibtex Eintrag [23]

Online versus Offline Learning from Random Examples: General Results [24]

Manfred Opper

Phys. Rev. Lett., 4671-4674. 1996

Link zur Publikation [25] Download Bibtex Eintrag [26]

A mean field approach to Bayes learning in feed–forward neural networks [27]

Manfred Opper and Ole Winther

Phys. Rev. Lett., 1964-1967. 1996

Link zur Publikation [28] Download Bibtex Eintrag [29]

Simulating Infinite Systems [30]

Manfred Opper

Physica A, 545–551. 1993

Download Bibtex Eintrag [31]

Construction Algorithm for the Parity Machine [32]

Michael Biehl and Manfred Opper

Physica A, 307–313. 1993

Download Bibtex Eintrag [33]

Probabilistic data modelling with adaptive TAP mean field theory [34]

Manfred Opper and Ole Winther

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

Link zur Publikation [35] Download Bibtex Eintrag [36]

Support Vector machines learning noisy polynomial rules [37]

Manfred Opper and Robert Urbanczik

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

Link zur Publikation [38] Download Bibtex Eintrag [39]

Estimating parameters in stochastic systems: A variational Bayesian approach [40]

Michail D. Vrettas and Dan Cornford and Manfred Opper

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

Download Bibtex Eintrag [41]

The Generalization Ability of Perceptrons with Continuous Outputs [42]

Siegfried Bös and Wolfgang Kinzel and Manfred Opper

Physical Review E, 1384. 1993

Download Bibtex Eintrag [43]

Variational mean-field algorithm for efficient inference in large systems of stochastic differential equations [44]

Michail D. Vrettas and Dan Cornford and Manfred Opper

Physical Review E, 012148. 2015

Download Bibtex Eintrag [45]

Adaptive and Selfaveraging TAP Mean Field Theory [46]

Manfred Opper and Ole Winther

Physical Review E, 056131. 2001

Link zur Publikation [47] Download Bibtex Eintrag [48]

Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity [49]

Jakob Macke and Manfred Opper and Matthias Bethge

Physical Review Letters. American Physical Society, 208102. 2011

Download Bibtex Eintrag [50]

Physik lernender Netzwerke (physics of learning networks) [51]

Manfred Opper

Physikalische Blätter, 569–574. 1992

Download Bibtex Eintrag [52]

Z

The Quantum Lifetime of the Davydov Soliton [53]

Hannes Bolterauer and Manfred Opper

Z. Phys. B, 95–103. 1991

Download Bibtex Eintrag [54]

Solitons in the Statistical Mechanics of the Toda Lattice [55]

Hannes Bolterauer and Manfred Opper

Z. Phys. B, 155–161. 1981

Download Bibtex Eintrag [56]

<< zurück [57]
vor >> [69]

Postadresse

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