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List of Publications

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I

Probabilistic Attack on Neural Cryptography [21]

Iglesias, L. F. S.

2012 TU Berlin

Link to publication [22] Download Bibtex entry [23]

Successful attack on permutation-parity-machine-based neural cryptography [24]

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

Physical Review E, 025101(R). 2012

Link to publication [25] Download Bibtex entry [26]

J

Selection of examples for the linear classifier [27]

Jung, G. and Opper, M.

J. Phys. A, 1367-1380. 1996

Link to publication [28] Download Bibtex entry [29]

K

Anwendung von Gauß-Prozessen zur Vorhersage des Euro-Dollar Wechselkurses [30]

Kagoshima, A.

2012 TU Berlin

Link to publication [31] Download Bibtex entry [32]

Optimal control as a graphical model inference problem [33]

Kappen, H. J., Gomez, V. and Opper, M.

Machine Learning. Springer, 159-182. 2012

Link to publication [34] Download Bibtex entry [35]

Dynamics of Learning [36]

Kinzel, W. and Opper, M.

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

Download Bibtex entry [37]

Synchronization of neural networks by mutual learning and its application to cryptography [38]

Klein, E., Mislovaty, R., Kanter, I., Ruttor, A. and Kinzel, W.

Advances in Neural Information Processing Systems. MIT Press, 689-696. 2005

Link to publication [39] Download Bibtex entry [40]

Statistical Mechanics of the Knapsack Problem [41]

Korutcheva, E., Opper, M. and López, B. J.

J. Phys. A, L645–L650. 1994

Download Bibtex entry [42]

Critical Storage Capacity of the $J= pm 1$ Neural Network [43]

Krauth, W. and Opper, M.

J. Phys. A, L519–L523. 1989

Download Bibtex entry [44]

Learning algorithm for a Neural Network with binary synapses [45]

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

Zeitschrift für Physik B, 333–342. 1990

Download Bibtex entry [46]

L

Balancing a Pole [47]

Ley, A. and Meyer, S.

2013

Link to publication [48] Download Bibtex entry [49]

On–line learning from a finite training set: A solvable model [50]

Lopez, B. and Opper, M.

Europhys. Lett., 275-281. 2000

Link to publication [51] Download Bibtex entry [52]

Inference Approaches to Optimal Control [53]

Lu, J., Peng, L., Liu, S. and Liu, Y.

2011

Link to publication [54] Download Bibtex entry [55]

Learning of Correlated Patterns in Perceptrons [56]

López, B. J., Schröder, M. and Opper, M.

J. Phys. A, L447. 1995

Download Bibtex entry [57]

M

An Estimator for the Relative Entropy Rate of Path Measures for Stochastic Differential Equations [58]

M., O.

J. Comput. Phys.. Academic Press Professional, Inc., 127–133. 2017

Download Bibtex entry [59]

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