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EEG

19 articles

Impulsivity, cognitive inflexibility, and brain network dysregulation in etomidate use disorder: A clinical and EEG microstate study science An enhanced model-based EEG source imaging method captures dynamic changes during motor skill learning science Spatial-temporal graph convolutional attentional network for motor imagery EEG classification science Attention with variational autoencoder enabled one-dimensional convolutional memory network for emotion recognition using EEG and speech signals science Personalized prediction of response to selective serotonin reuptake inhibitors (SSRIs) treatment for major depression disorder using deep learning networks from connectivity maps of EEG science Spatiotemporal encoding signatures of covert speech revealed by source-localized EEG and fMRI science An explainable EEG connectome framework for frequency-resolved analysis of functional connectivity alterations in Parkinson’s disease science Dogs pay more attention to consonants than vowels when we speak science Information-theoretical channel selection to enable efficient single-channel EEG-based epileptic seizure detection in ambulatory monitoring science Fabrication and performance assessment of a new dry in-ear EEG sensor for brain monitoring science Contrastive learning based multi-scale spatio-temporal-spectral network for patient-specific EEG seizure prediction science Bridging data scarcity and explainability in EEG based Alzheimer’s prediction using cGAN augmented GATv2-LSTM networks science EEG activity during a vigilance task reveals distinct frequency band patterns in gifted children science An explainable multi-modal graph learning framework with attention-based GCN-GAT for EEG-based depression detection science PRSEPTransformer-EEG: source-space sLORETA and residual transformers for robust motor imagery and execution EEG decoding science EEG based brain computer interface using multinomial regressive transformer learning for chronic neuropathic pain detection science EEG functional connectivity as a prognostic biomarker of adaptive function in autistic people science Frequency-aware transformer networks for robust and generalizable EEG-based seizure detection science Learning aligned EEG representations with subject-specific encoders science