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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Bibliographic Details
Published in:Comput Intell Neurosci
Main Authors: Naseer, Noman, Qureshi, Nauman Khalid, Noori, Farzan Majeed, Hong, Keum-Shik
Format: Artigo
Language:Inglês
Published: Hindawi Publishing Corporation 2016
Subjects:
Research Article
Online Access: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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