3 papers
cs.LG2022
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning Analysis
Guangyao Dou, Zheng Zhou
Using Machine Learning and Deep Learning to predict cognitive tasks from electroencephalography (EEG) signals has been a fast-developing area in Brain-Computer Interfaces (BCI). Ho…
cs.DB2022
BrainActivity1: A Framework of EEG Data Collection and Machine Learning Analysis for College Students
Zheng Zhou, Guangyao Dou, Xiaodong Qu
Using Machine Learning and Deep Learning to predict cognitive tasks from electroencephalography (EEG) signals has been a fast-developing area in Brain-Computer Interfaces (BCI). Ho…
cs.LG2022
Time Majority Voting, a PC-based EEG Classifier for Non-expert Users
Guangyao Dou, Zheng Zhou, Xiaodong Qu
Using Machine Learning and Deep Learning to predict cognitive tasks from electroencephalography (EEG) signals is a rapidly advancing field in Brain-Computer Interfaces (BCI). In co…