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Introspective analysis of convolutional neural networks for improving discrimination performance and feature visualisation
Deep neural networks have been widely explored and utilised as a useful tool for feature extraction in computer vision and machine learning. It is often observed that the last fully connected (FC) layers of convolutional neural network possess higher discrimination power as compared to the convoluti...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
PeerJ Inc.
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8114803/ https://www.ncbi.nlm.nih.gov/pubmed/34013030 http://dx.doi.org/10.7717/peerj-cs.497 |