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Brain State Decoding Based on fMRI Using Semisupervised Sparse Representation Classifications

Multivariate classification techniques have been widely applied to decode brain states using functional magnetic resonance imaging (fMRI). Due to variabilities in fMRI data and the limitation of the collection of human fMRI data, it is not easy to train an efficient and robust supervised-learning cl...

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Bibliografiske detaljer
Udgivet i:Comput Intell Neurosci
Main Authors: Zhang, Jing, Zhang, Chuncheng, Yao, Li, Zhao, Xiaojie, Long, Zhiying
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5933074/
https://ncbi.nlm.nih.gov/pubmed/29849545
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/3956536
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