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Hierarchical Spatio-Temporal Modeling of Naturalistic Functional Magnetic Resonance Imaging Signals via Two-Stage Deep Belief Network With Neural Architecture Search

Naturalistic functional magnetic resonance imaging (NfMRI) has become an effective tool to study brain functional activities in real-life context, which reduces the anxiety or boredom due to difficult or repetitive tasks and avoids the problem of unreliable collection of brain activity caused by the...

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Detalles Bibliográficos
Autores principales: Ren, Yudan, Xu, Shuhan, Tao, Zeyang, Song, Limei, He, Xiaowei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8692564/
https://www.ncbi.nlm.nih.gov/pubmed/34955738
http://dx.doi.org/10.3389/fnins.2021.794955