Meditation and Cognitive Enhancement: A Machine Learning Based Classification Using EEG

Author:

Singh Swati1,Gupta Vinay1,Reddy Tharun Kumar2,Bhushan Braj3,Behera Laxmidhar1

Affiliation:

1. Indian Institute of Technology,Department of EE,Kanpur,India

2. Indian Institute of Technology,Department of ECE,Roorkee,India

3. Indian Institute of Technology,Department of HSS,Kanpur,India

Publisher

IEEE

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Characterizing EEG signals of meditative states using persistent homology and Hodge spectral entropy;Biomedical Signal Processing and Control;2024-03

2. Image-Based Cognitive States Identification through Deep Learning;2024 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE);2024-01-24

3. Meditation Effects on Human Stress Relief Using Frequency and Non-Linear Features of EEG Signal;2023 2nd International Conference on Ambient Intelligence in Health Care (ICAIHC);2023-11-17

4. Schizophrenia and Bipolar Psychosis Classification with rsfMRI Functional Connectivity Feature Fusion technique using Super Learner;2023 IEEE Silchar Subsection Conference (SILCON);2023-11-03

5. Evaluating the Effectiveness of Mantra Meditation in a 360 Virtual Reality Environment;Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments;2023-07-05

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