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EEG

Electroencephalography epilepsy

Papers

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Showing 501–525 of 2431 papers

TitleStatusHype
Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-ProcessingCode0
Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-NetCode0
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRICode0
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic DischargesCode0
Direct Estimation of Differential Functional Graphical ModelsCode0
Detection of tonic-clonic seizures in children with epilepsyCode0
Deep Riemannian Networks for End-to-End EEG DecodingCode0
Deep learning with convolutional neural networks for decoding and visualization of EEG pathologyCode0
Detection of REM Sleep Behaviour Disorder by Automated Polysomnography AnalysisCode0
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep StagingCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center studyCode0
Deep Feature Learning for EEG RecordingsCode0
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG DataCode0
Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral FeaturesCode0
Deep learning applied to EEG data with different montages using spatial attentionCode0
Decoding P300 Variability using Convolutional Neural NetworksCode0
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural NetworksCode0
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networksCode0
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion modelsCode0
Deep learning-based electroencephalography analysis: a systematic reviewCode0
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown InputsCode0
Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signalsCode0
Data-Efficient Sleep Staging with Synthetic Time Series PretrainingCode0
Dataset combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigmsCode0
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