Explainable fMRI‐based brain decoding via spatial temporal‐pyramid graph convolutional network

Brain decoding, aiming to identify the brain states using neural activity, is important for cognitive neuroscience and neural engineering. However, existing machine learning methods for fMRI‐based brain decoding either suffer from low classification performance or poor explainability. Here, we addre...

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Detalles Bibliográficos
Autores principales: Ye, Ziyuan, Qu, Youzhi, Liang, Zhichao, Wang, Mo, Liu, Quanying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2023
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10089104/
https://www.ncbi.nlm.nih.gov/pubmed/36852610
http://dx.doi.org/10.1002/hbm.26255

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10089104/
https://www.ncbi.nlm.nih.gov/pubmed/36852610
http://dx.doi.org/10.1002/hbm.26255

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