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EqSpike: spike-driven equilibrium propagation for neuromorphic implementations
Finding spike-based learning algorithms that can be implemented within the local constraints of neuromorphic systems, while achieving high accuracy, remains a formidable challenge. Equilibrium propagation is a promising alternative to backpropagation as it only involves local computations, but hardw...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7970361/ https://www.ncbi.nlm.nih.gov/pubmed/33748709 http://dx.doi.org/10.1016/j.isci.2021.102222 |