Memory-inspired spiking hyperdimensional network for robust online learning

Recently, brain-inspired computing models have shown great potential to outperform today’s deep learning solutions in terms of robustness and energy efficiency. Particularly, Spiking Neural Networks (SNNs) and HyperDimensional Computing (HDC) have shown promising results in enabling efficient and ro...

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Detalles Bibliográficos
Autores principales: Zou, Zhuowen, Alimohamadi, Haleh, Zakeri, Ali, Imani, Farhad, Kim, Yeseong, Najafi, M. Hassan, Imani, Mohsen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9090930/
https://www.ncbi.nlm.nih.gov/pubmed/35538126
http://dx.doi.org/10.1038/s41598-022-11073-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9090930/
https://www.ncbi.nlm.nih.gov/pubmed/35538126
http://dx.doi.org/10.1038/s41598-022-11073-3

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