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Suvendu Samanta

2 papers in the library · publishing 2023-2025

Papers

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Meditation Alters Cognitive Load: EEG Fractal-Based Classification and HRV Geometric Assessment

International Conference on Computational Intelligence and Communication Networks December 20, 2025 Swati Singh, Laxmidhar Behera, Suvendu Samanta

Objective measures of cognitive load are essential for understanding how the brain and body respond to demanding tasks and how meditation modulates these responses. This study examines nonlinear complexity features from electroencephalography (EEG) and heart rate variability (HRV) for distinguishing rest from task states and assessing meditation effects during cognitive tasks. Cognitive load...

Meditative State Classification Using Neuronal Multi-IMF Band Power and Complexity Features

National Conference on Communications February 23, 2023 Swati Singh, V. Gupta, Tharun Kumar Reddy et al.

The incredible complexity of physiological signals, along with the awareness that physiological time series contains hidden information, has sparked a surge in the interest to conduct neuroscientific research. The human brain is one of the most significant instances of intricate physiologic oscillations as recorded through Electroencephalogram (EEG). In this article, we propose a methodology...