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Supervised Learning: Information Theoretic Bounds on Predictive Errors [21]

Opper, M. and Haussler, D.

Proceedings of the IEEE workshop on Information Theory (ITW'95), 6.2. 1995

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

Learning in Artificial Neural Networks: The Statistical Mechanics Approach [24]

Opper, M.

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

Download Bibtex Eintrag [25]

Maximal Stability in Unsupervised Learning [26]

Mietzner, A., Opper, M. and Kinzel, W.

J. Phys. A, 2785–2797. 1995

Download Bibtex Eintrag [27]


Learning and Generalization in a Two–Layer Neural Network: The Role of the Vapnik–Chervonenkis–Dimension [28]

Opper, M.

Phys. Rev. Lett., 2113–2116. 1994

Download Bibtex Eintrag [29]

Statistical Mechanics of the Knapsack Problem [30]

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

J. Phys. A, L645–L650. 1994

Download Bibtex Eintrag [31]

A Mean Field Monte Carlo Approach to the Sherrington–Kirkpatrick Model with Asymmetric Couplings [32]

Eissfeller, H. and Opper, M.

Phys. Rev. E, 709–720. 1994

Download Bibtex Eintrag [33]


Simulating Infinite Systems [34]

Opper, M.

Physica A, 545–551. 1993

Download Bibtex Eintrag [35]

Exact Solution to a Toy Random Field Model [36]

Opper, M.

J. Phys. A, L719–L722. 1993

Download Bibtex Eintrag [37]

The effect of correlations in neural networks [38]

Wendemuth, A., Opper, M. and Kinzel, W.

J. Phys. A, 3165–3185. 1993

Download Bibtex Eintrag [39]

The Generalization Ability of Perceptrons with Continuous Outputs [40]

Bös, S., Kinzel, W. and Opper, M.

Physical Review E, 1384. 1993

Download Bibtex Eintrag [41]

Construction Algorithm for the Parity Machine [42]

Biehl, M. and Opper, M.

Physica A, 307–313. 1993

Download Bibtex Eintrag [43]


Phase Transition and $1/f$ Noise in a Game dynamical Model [44]

Opper, M. and Diederich, S.

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

Link zur Publikation [45] Download Bibtex Eintrag [46]

Generalization in a two–layer network [47]

Schwarze, H., Opper, M. and Kinzel, W.

Phys. Rev. A, 6185–6188. 1992

Download Bibtex Eintrag [48]

New Method for Studying the Dynamics of Disordered Spin Systems without Finite–Size Effects [49]

Eissfeller, H. and Opper, M.

Phys. Rev. Lett., 2094–2097. 1992

Download Bibtex Eintrag [50]

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

Opper, M.

Physikalische Blätter, 569–574. 1992

Download Bibtex Eintrag [52]

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