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EventHD: Robust and efficient hyperdimensional learning with neuromorphic sensor

Brain-inspired computing models have shown great potential to outperform today's deep learning solutions in terms of robustness and energy efficiency. Particularly, Hyper-Dimensional Computing (HDC) has shown promising results in enabling efficient and robust cognitive learning. In this study,...

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Detalles Bibliográficos
Autores principales: Zou, Zhuowen, Alimohamadi, Haleh, Kim, Yeseong, Najafi, M. Hassan, Srinivasa, Narayan, Imani, Mohsen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9363880/
https://www.ncbi.nlm.nih.gov/pubmed/35968370
http://dx.doi.org/10.3389/fnins.2022.858329