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Heterogeneous Ensemble-Based Spike-Driven Few-Shot Online Learning

Spiking neural networks (SNNs) are regarded as a promising candidate to deal with the major challenges of current machine learning techniques, including the high energy consumption induced by deep neural networks. However, there is still a great gap between SNNs and the few-shot learning performance...

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Detalles Bibliográficos
Autores principales: Yang, Shuangming, Linares-Barranco, Bernabe, Chen, Badong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124799/
https://www.ncbi.nlm.nih.gov/pubmed/35615277
http://dx.doi.org/10.3389/fnins.2022.850932