EEG source space analysis of the supervised factor analytic approach for the classification of multi-directional arm movement.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of neural engineering"
DOI: 10.1088/1741-2552/aa6baf
Abstract: OBJECTIVE In electroencephalography (EEG)-based brain-computer interface (BCI) systems for motor control tasks the conventional practice is to decode motor intentions by using scalp EEG. However, scalp EEG only reveals certain limited information about the complex… read more here.
Keywords: movement; source; source space; factor ... See more keywords
Decoding Motor Imagery through Common Spatial Pattern Filters at the EEG Source Space
Sign Up to like & getrecommendations! Published in 2018 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2018/7957408
Abstract: Brain-Computer Interface (BCI) is a rapidly developing technology that aims to support individuals suffering from various disabilities and, ultimately, improve everyday quality of life. Sensorimotor rhythm-based BCIs have demonstrated remarkable results in controlling virtual or… read more here.
Keywords: common spatial; source; spatial pattern; source space ... See more keywords
Spatial (mis)match between EEG and fMRI signal patterns revealed by spatio-spectral source-space EEG decomposition
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2025.1549172
Abstract: In this work, we aimed to directly compare and integrate EEG whole-brain patterns of neural dynamics with concurrently measured fMRI BOLD data. For that purpose, we set out to derive EEG patterns based on a… read more here.
Keywords: source space; spatio spectral; eeg; fmri ... See more keywords