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Junze Chen

2 papers in the library · publishing 2019-2021

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...

Feature extraction and calibration of EEG signals in sitting and walking meditation

International Conferences on Knowledge Innovation and Invention July 1, 2019 Min Huang, Junze Chen, Changle Zhou

Meditation has been proved beneficial to people's physical and mental health in a large number of scientific reports. However, there are few studies on walking meditation. Walking meditation is a common meditation which involves walking with meditation. In order to investigate the differences in effects between sitting and walking meditation, the EEG signals of 7-Day Zen participants in the...