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EEG

Electroencephalography epilepsy

Papers

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Showing 401–450 of 2431 papers

TitleStatusHype
Ensemble learning for alcoholism classification using EEG signalsCode0
Intracerebral EEG Artifact Identification Using Convolutional Neural NetworksCode0
Enriching Large-Scale Eventuality Knowledge Graph with Entailment RelationsCode0
Ensemble learning using individual neonatal data for seizure detectionCode0
Enhancing the EEG Speech Match Mismatch Tasks With Word BoundariesCode0
KAM -- a Kernel Attention Module for Emotion Classification with EEG DataCode0
Enhancing Neural Network Interpretability with Feature-Aligned Sparse AutoencodersCode0
EnK: Encoding time-information in convolutionCode0
Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain AdaptationCode0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracyCode0
Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence PredictionCode0
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNetsCode0
An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning ApproachCode0
Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain AdaptationCode0
Evaluating Fast Adaptability of Neural Networks for Brain-Computer InterfaceCode0
An Interpretable and Efficient Sleep Staging Algorithm: DetectsleepNetCode0
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral FeaturesCode0
Graph Convolutional Neural Networks for analysis of EEG signals, BCI applicationCode0
Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmarkCode0
Elliptical Wishart distributions: information geometry, maximum likelihood estimator, performance analysis and statistical learningCode0
Manifold Embedded Knowledge Transfer for Brain-Computer InterfacesCode0
Efficient Estimation of Unique Components in Independent Component Analysis by Matrix RepresentationCode0
Efficient and faithful reconstruction of dynamical attractors using homogeneous differentiatorsCode0
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in NeuroimagingCode0
Embedding neurophysiological signalsCode0
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer NetworksCode0
Effect of Kernel Size on CNN-Vision-Transformer-Based Gaze Prediction Using Electroencephalography DataCode0
An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and OctaveCode0
Effect of caffeine and energy drinks on sleep quality and brain activity in college studentsCode0
Effects and prediction of cognitive load on encoding model of brain response to auditory and linguistic stimuli in educational multimediaCode0
EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenariosCode0
Automated Pipeline for EEG Artifact Reduction (APPEAR) Recorded during fMRICode0
EEGsig: an open-source machine learning-based toolbox for EEG signal processingCode0
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable AnnotationsCode0
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure DetectionCode0
EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and BaselinesCode0
EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive NetworkCode0
Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure DetectionCode0
Multichannel sleep spindle detection using sparse low-rank optimizationCode0
Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer InterfacesCode0
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classificationCode0
EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record GenerationCode0
Analysis of EEG signals of blinking patterns in order to control a wheelchair for people with ALSCode0
Multi-task deep-learning for sleep event detection and stage classificationCode0
Automated Brain Disorders Diagnosis Through Deep Neural NetworksCode0
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG ClassificationCode0
Analysis of EEG frequency bands for Envisioned Speech RecognitionCode0
EEG-based Decoding of Selective Visual Attention in Superimposed VideosCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
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