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Ram Bilas Pachori

2 papers in the library · 4 citations · publishing 2025

Papers

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Decoding Cognitive Load Changes Induced by Mantra Meditation From Physiological Signals Using Deep Neural Networks

IEEE Sensors Journal November 14, 2025 Swati Singh, Jyotiranjan Beuria, Laxmidhar Behera et al. 4 citations

Mantra meditation is widely recognized for enhancing cognition and autonomic regulation; however, its specific impact on cognitive load remains underexplored. Existing research often relies on subjective assessments or conventional electroencephalogram (EEG) spectral analysis, lacking objective, integrated evaluation frameworks. To address this gap, this study combines physiological signals...

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...