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Image Classification Using Biomimetic Pattern Recognition with Convolutional Neural Networks Features
As a typical deep-learning model, Convolutional Neural Networks (CNNs) can be exploited to automatically extract features from images using the hierarchical structure inspired by mammalian visual system. For image classification tasks, traditional CNN models employ the softmax function for classific...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi Publishing Corporation
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5337794/ https://www.ncbi.nlm.nih.gov/pubmed/28316614 http://dx.doi.org/10.1155/2017/3792805 |