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2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics

1 paper in the library · publishing 2020

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Assessing Meditation State Using EEG-based Permutation Entropy Features

2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics July 1, 2020 Yupeng Han, Weichen Huang, Haiyun Huang et al.

Meditation aims to improve individuals’ core psychological capacities, such as attentional and emotional self-regulation. In this study, we experimented to explore the utility of using permutation entropy (PE) features on electroencephalogram (EEG) data to distinguish among states in human meditation, attention, and relaxation. Twenty advanced yogis with above three years yoga experience and...