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Ashok Mahato

2 papers in the library · publishing 2025

Papers

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Neurological Responses to Meditation with EEG Analysis Using Novel Empirical Fourier-Bessel Decomposition Approach

International Computer Science Conference February 20, 2025 Ashok Mahato, S. Bhalerao, R. B. Pachori et al.

Meditation is known for its positive impact on well-being. Electroencephalogram (EEG) signals have been studied in the literature to analyze these effects. Due to the non-stationary nature of EEG signals, Fourier transform-based methods are not suitable for extracting brain patterns. Thus, analyzing and detecting changes in brain patterns associated with the progression of meditation effects...

Automated Classification of Listening Phases During Mantra Meditation from EEG using empirical Fourier-Bessel Decomposition

Ashok Mahato, Ram Bilas Pachori, Vikram M. Gadre et al.

Mantra meditation (MM) is known to influence cognitive and emotional processes, and electroencephalogram (EEG) has been widely used to study meditation-related neural activity. However, automated identification of distinct auditory listening phases during MM remains challenging due to the non-stationary nature of EEG signals. This shows the need for physiologically interpretable analysis of...