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Ramakrishnan Angarai Ganesan

3 papers in the library · 32 citations · publishing 2023-2025

Papers

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Subject-independent Classification of Meditative State from the Resting State using EEG

arXiv Preprint Archive April 25, 2025 Jerrin Thomas Panachakel, G. Pradeep Kumar, Suryaa Seran et al.

While it is beneficial to objectively determine whether a subject is meditating, most research in the literature reports good results only in a subject-dependent manner. This study aims to distinguish the modified state of consciousness experienced during Rajyoga meditation from the resting state of the brain in a subject-independent manner using EEG data. Three architectures have been proposed...

Changes in high-order interaction measures of synergy and redundancy during non-ordinary states of consciousness induced by meditation, hypnosis, and auto-induced cognitive trance.

Neuroimage June 1, 2024 Pradeep Kumar, Rajanikant Panda, Kanishka Sharma et al. 20 citations

High-order interactions are required across brain regions to accomplish specific cognitive functions. These functional interdependencies are reflected by synergistic information that can be obtained by combining the information from all the sources considered and redundant information (i.e., common information provided by all the sources). However, electroencephalogram (EEG) functional...

High Theta–Low Alpha Modulation of Brain Electric Activity During Eyes-Open Brahma Kumaris Rajyoga Meditation

Mindfulness July 1, 2023 Kanishka Sharma, Peter Achermann, Bhawna Panwar et al. 12 citations

Objectives The objective was to analyze EEG recorded during Brahma Kumaris Rajyoga meditation (BKRYM) using eLORETA applied in the frequency domain for localizing sources during meditation vis-à-vis baseline condition. Unlike many other popular meditation practices, BKRYM is practiced with open eyes. To our knowledge, there has been no study of the changes in the brain’s activity during the...