A novel framework for classification of two-class motor imagery EEG signals using logistic regression classification algorithm.

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作者： Rabia Avais,Khan ^[1] ; Nasir,Rashid ^[1] ; Muhammad,Shahzaib ^[2] ; Umar Farooq,Malik ^[1] ; Arshia,Arif ^[1] ; Javaid,Iqbal ^[1] ; Mubasher,Saleem ^[1] ; Umar Shahbaz,Khan ^[2] ; Mohsin,Tiwana ^[1]

作者单位： Department of Mechatronics Engineering, National University of Sciences & Technology, Islamabad, Pakistan. ^[1] Robot Design and Development Lab, National Centre of Robotics and Automation (NCRA), Punjab, Pakistan. ^[2]

主题词人类(Humans);人工智能(Artificial Intelligence);贝叶斯定理(Bayes Theorem);Logistic模型(Logistic Models);算法(Algorithms);脑电描记术(Electroencephalography)

DOI 10.1371/journal.pone.0276133

PMID 37682884

发布时间 2023-09-13

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