Decoding and mapping task states of the human brain via deep learning

Support vector machine (SVM)‐based multivariate pattern analysis (MVPA) has delivered promising performance in decoding specific task states based on functional magnetic resonance imaging (fMRI) of the human brain. Conventionally, the SVM‐MVPA requires careful feature selection/extraction according...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Hum Brain Mapp
Prif Awduron: Wang, Xiaoxiao, Liang, Xiao, Jiang, Zhoufan, Nguchu, Benedictor A., Zhou, Yawen, Wang, Yanming, Wang, Huijuan, Li, Yu, Zhu, Yuying, Wu, Feng, Gao, Jia‐Hong, Qiu, Bensheng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: John Wiley & Sons, Inc. 2019
Pynciau:
Research Articles
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7267978/
https://ncbi.nlm.nih.gov/pubmed/31816152
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.24891
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