Meditation-induced cognitive state classification using sparse brain connectivity features and electroencephalography
Intelligent Data Analysis September 17, 2025 Soniya Usgaonkar, Damodar Reddy Edla, R Ravinder Reddy
Brain-Computer Interface (BCI) technology offers potential for improving meditation practices via real-time neural feedback. Traditional EEG signal processing often fails to account for temporal and inter-channel relationships in the data. This study addresses the gap by modeling EEG signals using a multivariate auto-regressive (MVAR) approach, capturing both temporal dynamics and inter-channel...