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Lizhen Ye

1 paper in the library · publishing 2021

Papers

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Feature Representation for Meditation State Classification in EEG Signal

International Conference on Information Technology in Medicine and Education November 1, 2021 Min Huang, Lizhen Ye, Junze Chen et al.

Meditation has been shown as an efficient way to promote human well-being. Most studies focused on meditation in sitting posture. However, meditation in walking posture was rarely studied. In order to identify these two meditation states (i.e., sitting and walking), we proposed a classification framework by leveraging different features extracted from the EEG signals and the random forest...