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Analysis of Different Classification Techniques for Two-Class Functional Near-Infrared Spectroscopy-Based Brain-Computer Interface

We analyse and compare the classification accuracies of six different classifiers for a two-class mental task (mental arithmetic and rest) using functional near-infrared spectroscopy (fNIRS) signals. The signals of the mental arithmetic and rest tasks from the prefrontal cortex region of the brain f...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Comput Intell Neurosci
Prif Awduron: Naseer, Noman, Qureshi, Nauman Khalid, Noori, Farzan Majeed, Hong, Keum-Shik
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Hindawi Publishing Corporation 2016
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5048089/
https://ncbi.nlm.nih.gov/pubmed/27725827
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/5480760
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