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 |
|---|---|
| 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 |
Fingerprint
Dive into the research topics of 'Probabilistic data modelling with adaptive TAP mean-field theory'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver