Entropy of the K-satisfiability problem.
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Journal Article↗
Biomedical subjects
R Monasson
Publications and source records attributed to R Monasson.
Analytical and numerical study of internal representations in multilayer neural networks with binary weights.
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Structural glass transition and the entropy of the metastable states.
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Weight space structure and internal representations: A direct approach to learning and generalization in multilayer neural networks.
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Glassy transition in the three-dimensional random-field Ising model.
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A storage algorithm for two-layered neural networks.
A learning algorithm for the two-layered committee machine is proposed. The proof of its convergence in a finite time is given. Its efficiency is compared to the simple exhaustive enumeration of the internal representations of the training set.
Algorithms↗