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Evaluation of Task fMRI Decoding With Deep Learning on a Small Sample Dataset

Recently, several deep learning methods have been applied to decoding in task-related fMRI, and their advantages have been exploited in a variety of ways. However, this paradigm is sometimes problematic, due to the difficulty of applying deep learning to high-dimensional data and small sample size c...

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Detalles Bibliográficos
Autores principales: Yotsutsuji, Sunao, Lei, Miaomei, Akama, Hiroyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7928289/
https://www.ncbi.nlm.nih.gov/pubmed/33679360
http://dx.doi.org/10.3389/fninf.2021.577451