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EEG

Electroencephalography epilepsy

Papers

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Showing 501–550 of 2431 papers

TitleStatusHype
Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-ProcessingCode0
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain PhysiologyCode0
EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive NetworkCode0
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable AnnotationsCode0
The Portiloop: a deep learning-based open science tool for closed-loop brain stimulationCode0
The role of data partitioning on the performance of EEG-based deep learning models in supervised cross-subject analysis: a preliminary studyCode0
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIsCode0
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRICode0
EEG-DCNet: A Fast and Accurate MI-EEG Dilated CNN Classification MethodCode0
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG ClassificationCode0
EEG-based Decoding of Selective Visual Attention in Superimposed VideosCode0
Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence PredictionCode0
Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center studyCode0
Dynamical Embedding of Single Channel Electroencephalogram for Artifact Subspace ReconstructionCode0
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG DataCode0
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep StagingCode0
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signalCode0
Dual mechanism of Anti-Seizure Medications in controlling seizure activityCode0
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic DischargesCode0
Detection of REM Sleep Behaviour Disorder by Automated Polysomnography AnalysisCode0
Detection of tonic-clonic seizures in children with epilepsyCode0
Direct Estimation of Differential Functional Graphical ModelsCode0
Deep learning with convolutional neural networks for decoding and visualization of EEG pathologyCode0
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological DiagnosticsCode0
Deep Riemannian Networks for End-to-End EEG DecodingCode0
Deep learning-based electroencephalography analysis: a systematic reviewCode0
Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral FeaturesCode0
Deep Feature Learning for EEG RecordingsCode0
Deep Learning Human Mind for Automated Visual ClassificationCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networksCode0
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural NetworksCode0
Decoding P300 Variability using Convolutional Neural NetworksCode0
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown InputsCode0
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
Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signalsCode0
CSSSTN: A Class-sensitive Subject-to-subject Semantic Style Transfer Network for EEG Classification in RSVP TasksCode0
Cueless EEG imagined speech for subject identification: dataset and benchmarksCode0
Classification of multivariate weakly-labelled time-series with attentionCode0
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural NetworkCode0
Alzheimer's disease detection in PSG signalsCode0
Are uGLAD? Time will tell!Code0
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDACode0
Deep learning applied to EEG data with different montages using spatial attentionCode0
RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020Code0
Classification of High-Dimensional Motor Imagery Tasks based on An End-to-end role assigned convolutional neural networkCode0
Cross-Modal Epileptic Signal Harmonization: Frequency Domain Mapping Quantization for Pre-training a Unified Neurophysiological TransformerCode0
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion modelsCode0
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG SignalsCode0
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