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Neural sampling machine with stochastic synapse allows brain-like learning and inference
Many real-world mission-critical applications require continual online learning from noisy data and real-time decision making with a defined confidence level. Brain-inspired probabilistic models of neural network can explicitly handle the uncertainty in data and allow adaptive learning on the fly. H...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095718/ https://www.ncbi.nlm.nih.gov/pubmed/35546144 http://dx.doi.org/10.1038/s41467-022-30305-8 |