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Gaussian-binary restricted Boltzmann machines for modeling natural image statistics
We present a theoretical analysis of Gaussian-binary restricted Boltzmann machines (GRBMs) from the perspective of density models. The key aspect of this analysis is to show that GRBMs can be formulated as a constrained mixture of Gaussians, which gives a much better insight into the model’s capabil...
Gorde:
| Argitaratua izan da: | PLoS One |
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| Egile Nagusiak: | , , |
| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
Public Library of Science
2017
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| Gaiak: | |
| Sarrera elektronikoa: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5289828/ https://ncbi.nlm.nih.gov/pubmed/28152552 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0171015 |
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