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EEG

Electroencephalography epilepsy

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Showing 2251–2300 of 2431 papers

TitleStatusHype
EEG-based Decoding of Selective Visual Attention in Superimposed VideosCode0
ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform DischargesCode0
Multi-view self-supervised learning for multivariate variable-channel time seriesCode0
Cerebral Signal Instantaneous Parameters Estimation MATLAB Toolbox - User Guide Version 2.3Code0
Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative RoboticsCode0
ToFFi -- Toolbox for Frequency-based Fingerprinting of Brain SignalsCode0
Inherent fuzzy entropy for the improvement of EEG complexity evaluationCode0
Scope and Arbitration in Machine Learning Clinical EEG ClassificationCode0
Concept-based explainability for an EEG transformer modelCode0
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
Screening for REM Sleep Behaviour Disorder with Minimal SensorsCode0
Towards trustworthy seizure onset detection using workflow notesCode0
SCVCNet: Sliding cross-vector convolution network for cross-task and inter-individual-set EEG-based cognitive workload recognitionCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion ModelsCode0
Too Fine or Too Coarse? The Goldilocks Composition of Data Complexity for Robust Left-Right Eye-Tracking ClassifiersCode0
Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathyCode0
Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCICode0
A deep learning architecture to detect events in EEG signals during sleepCode0
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interfaceCode0
Universal Adversarial Perturbations for CNN Classifiers in EEG-Based BCIsCode0
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer InterfacesCode0
Dynamical Embedding of Single Channel Electroencephalogram for Artifact Subspace ReconstructionCode0
Dataset combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigmsCode0
Speech Imagery BCI Training Using Game with a PurposeCode0
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable CouplingsCode0
Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure DetectionCode0
Exploiting Multiple EEG Data Domains with Adversarial LearningCode0
Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary studyCode0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG SignalsCode0
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRICode0
Dual mechanism of Anti-Seizure Medications in controlling seizure activityCode0
Intra- and Inter-epoch Temporal Context Network (IITNet) Using Sub-epoch Features for Automatic Sleep Scoring on Raw Single-channel EEGCode0
Intracerebral EEG Artifact Identification Using Convolutional Neural NetworksCode0
Toward asynchronous EEG-based BCI: Detecting imagined words segments in continuous EEG signalsCode0
SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type ClassificationCode0
Introducing EEG Analyses to Help Personal Music Preference PredictionCode0
Protecting Intellectual Property of EEG-based Neural Networks with WatermarkingCode0
Complete Inference of Causal Relations between Dynamical SystemsCode0
Category-aware EEG image generation based on wavelet transform and contrast semantic lossCode0
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain PhysiologyCode0
Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn CalculationCode0
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG DataCode0
Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIsCode0
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classificationCode0
An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and OctaveCode0
The brain uses renewal points to model random sequences of stimuliCode0
Is Limited Participant Diversity Impeding EEG-based Machine Learning?Code0
Is the brain macroscopically linear? A system identification of resting state dynamicsCode0
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