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ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks

With event-driven algorithms, especially spiking neural networks (SNNs), achieving continuous improvement in neuromorphic vision processing, a more challenging event-stream dataset is urgently needed. However, it is well-known that creating an ES-dataset is a time-consuming and costly task with neur...

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Detalles Bibliográficos
Autores principales: Lin, Yihan, Ding, Wei, Qiang, Shaohua, Deng, Lei, Li, Guoqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8655353/
https://www.ncbi.nlm.nih.gov/pubmed/34899154
http://dx.doi.org/10.3389/fnins.2021.726582