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BlocTrain: Block-Wise Conditional Training and Inference for Efficient Spike-Based Deep Learning
Spiking neural networks (SNNs), with their inherent capability to learn sparse spike-based input representations over time, offer a promising solution for enabling the next generation of intelligent autonomous systems. Nevertheless, end-to-end training of deep SNNs is both compute- and memory-intens...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Frontiers Media S.A.
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8586528/ https://www.ncbi.nlm.nih.gov/pubmed/34776834 http://dx.doi.org/10.3389/fnins.2021.603433 |