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Influence of graphical weights’ interpretation and filtration algorithms on generalization ability of neural networks applied to digit recognition
In this paper, the method of the graphical interpretation of the single-layer network weights is introduced. It is shown that the network parameters can be converted to the image and their particular elements are the pixels. For this purpose, weight-to-pixel conversion formula is used. Moreover, new...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer-Verlag
2011
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3442175/ https://www.ncbi.nlm.nih.gov/pubmed/22997482 http://dx.doi.org/10.1007/s00521-011-0754-8 |