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List of Publications

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Z

Learning algorithm for a Neural Network with binary synapses [20]

Köhler, H., Diederich, S., Kinzel, W. and Opper, M.

Zeitschrift für Physik B, 333–342. 1990

Download Bibtex entry [21]

The Quantum Lifetime of the Davydov Soliton [22]

Bolterauer, H. and Opper, M.

Z. Phys. B, 95–103. 1991

Download Bibtex entry [23]

Solitons in the Statistical Mechanics of the Toda Lattice [24]

Bolterauer, H. and Opper, M.

Z. Phys. B, 155–161. 1981

Download Bibtex entry [25]

P

Physik lernender Netzwerke (physics of learning networks) [26]

Opper, M.

Physikalische Blätter, 569–574. 1992

Download Bibtex entry [27]

Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity [28]

Macke, J., Opper, M. and Bethge, M.

Physical Review Letters. American Physical Society, 208102. 2011

Download Bibtex entry [29]

The Generalization Ability of Perceptrons with Continuous Outputs [30]

Bös, S., Kinzel, W. and Opper, M.

Physical Review E, 1384. 1993

Download Bibtex entry [31]

Variational mean-field algorithm for efficient inference in large systems of stochastic differential equations [32]

Vrettas, M. D., Cornford, D. and Opper, M.

Physical Review E, 012148. 2015

Download Bibtex entry [33]

Successful attack on permutation-parity-machine-based neural cryptography [34]

Iglesias, L. F. S. and Ruttor, A.

Physical Review E, 025101(R). 2012

Link to publication [35] Download Bibtex entry [36]

Adaptive and Selfaveraging TAP Mean Field Theory [37]

Opper, M. and Winther, O.

Physical Review E, 056131. 2001

Link to publication [38] Download Bibtex entry [39]

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

Vrettas, M. D., Cornford, D. and Opper, M.

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

Download Bibtex entry [41]

Simulating Infinite Systems [42]

Opper, M.

Physica A, 545–551. 1993

Download Bibtex entry [43]

Construction Algorithm for the Parity Machine [44]

Biehl, M. and Opper, M.

Physica A, 307–313. 1993

Download Bibtex entry [45]

Probabilistic data modelling with adaptive TAP mean field theory [46]

Opper, M. and Winther, O.

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

Link to publication [47] Download Bibtex entry [48]

Support Vector machines learning noisy polynomial rules [49]

Opper, M. and Urbanczik, R.

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

Link to publication [50] Download Bibtex entry [51]

Bounds for Predictive Errors in the Statistical Mechanics of Supervised Learning [52]

Opper, M. and Haussler, D.

Phys. Rev. Lett., 3772-3775. 1995

Link to publication [53] Download Bibtex entry [54]

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