An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information
Sign Up to like & getrecommendations! Published in 2017 at "BMC Bioinformatics"
DOI: 10.1186/s12859-017-1964-6
Abstract: BackgroundCommon spatial pattern (CSP) has been an effective technique for feature extraction in electroencephalography (EEG) based brain computer interfaces (BCIs). However, motor imagery EEG signal feature extraction using CSP generally depends on the selection of… read more here.
Keywords: imagery eeg; information; motor imagery; eeg signal ... See more keywords
Linguistic representation of vowels in speech imagery EEG
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Human Neuroscience"
DOI: 10.3389/fnhum.2023.1163578
Abstract: Speech imagery recognition from electroencephalograms (EEGs) could potentially become a strong contender among non-invasive brain-computer interfaces (BCIs). In this report, first we extract language representations as the difference of line-spectra of phones by statistically analyzing… read more here.
Keywords: linguistic representation; representation vowels; imagery eeg; speech imagery ... See more keywords