EEG-based investigation of effects of mindfulness meditation training on state and trait by deep learning and traditional machine learning

Frontiers in Human Neuroscience, Journal Year: 2023, Volume and Issue: 17

Published: Aug. 31, 2023

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 traditional machine methods, including shallow ConvNets as well support vector (SVM) with features extracted from common spatial pattern (CSP) filter bank CSP (FBCSP).

Language: Английский

Using EEG to advance mindfulness science: A survey of emerging methods and approaches

Biological Psychiatry Cognitive Neuroscience and Neuroimaging, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 1, 2024

Language: Английский