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Optimizing the Energy Consumption of Spiking Neural Networks for Neuromorphic Applications
In the last few years, spiking neural networks (SNNs) have been demonstrated to perform on par with regular convolutional neural networks. Several works have proposed methods to convert a pre-trained CNN to a Spiking CNN without a significant sacrifice of performance. We demonstrate first that quant...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7339957/ https://www.ncbi.nlm.nih.gov/pubmed/32694978 http://dx.doi.org/10.3389/fnins.2020.00662 |