EEG-based investigation of effects of mindfulness meditation training on state and trait by deep learning and traditional machine learning
Frontiers in Human Neuroscience August 31, 2023 Baoxiang Shang, Feiyan Duan, Ruiqi Fu et al. 28 citations
Introduction: This study examines the state and trait effects of short-term mindfulness-based stress reduction (MBSR) training using convolutional neural networks (CNN) based deep learning methods and traditional machine learning methods, including shallow and deep ConvNets as well as support vector machine (SVM) with features extracted from common spatial pattern (CSP) and filter bank CSP...