Abstract
We demonstrate for the case of single-layer neural networks how an extension of the TAP mean-field approach of disorder physics can be applied to the computation of approximate averages in probabilistic models for real data.
Original language | English |
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Journal | Physica a-statistical mechanics and its applications |
Volume | 302 |
Issue number | 1-4 |
Pages (from-to) | 119-125 |
ISSN | 0378-4371 |
Publication status | Published - 2001 |