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Vinay Gupta

2 papers in the library · 4 citations · publishing 2022-2025

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...

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

IEEE International Conference on Systems, Man and Cybernetics October 9, 2022 Swati Singh, Vinay Gupta, Tharun Kumar Reddy et al.

Meditation methods, which have their origins in ancient traditions are gaining popularity as a result of their potential mental and physical health advantages. EEG neural correlates underlying enhanced cognitive abilities such as sustained attention and working memory need to be analyzed scrutinizingly to evaluate the effects of meditation practices. In this article, we thus provide an analysis...