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PresB-Net: parametric binarized neural network with learnable activations and shuffled grouped convolution
In this study, we present a novel performance-enhancing binarized neural network model called PresB-Net: Parametric Binarized Neural Network. A binarized neural network (BNN) model can achieve fast output computation with low hardware costs by using binarized weights and features. However, performan...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
PeerJ Inc.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8771783/ https://www.ncbi.nlm.nih.gov/pubmed/35111925 http://dx.doi.org/10.7717/peerj-cs.842 |