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Highly efficient neuromorphic learning system of spiking neural network with multi-compartment leaky integrate-and-fire neurons
A spiking neural network (SNN) is considered a high-performance learning system that matches the digital circuits and presents higher efficiency due to the architecture and computation of spiking neurons. While implementing a SNN on a field-programmable gate array (FPGA), the gradient back-propagati...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554099/ https://www.ncbi.nlm.nih.gov/pubmed/36248664 http://dx.doi.org/10.3389/fnins.2022.929644 |