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EEG

Electroencephalography epilepsy

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Showing 551–600 of 2431 papers

TitleStatusHype
PFML: Self-Supervised Learning of Time-Series Data Without Representation CollapseCode0
Towards Scalable Handwriting Communication via EEG Decoding and Latent Embedding Integration—0
Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion—0
EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models—0
Towards Unified Neural Decoding of Perceived, Spoken and Imagined Speech from EEG Signals—0
Imagined Speech and Visual Imagery as Intuitive Paradigms for Brain-Computer Interfaces—0
Quantity versus Diversity: Influence of Data on Detecting EEG Pathology with Advanced ML Models—0
SAD-TIME: a Spatiotemporal-fused network for depression detection with Automated multi-scale Depth-wise and TIME-interval-related common feature extractor—0
EEG-DCNet: A Fast and Accurate MI-EEG Dilated CNN Classification MethodCode0
Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum—0
Evaluating tDCS Intervention Effectiveness via Functional Connectivity Network on Resting-State EEG Data in Major Depressive Disorder—0
FLEXtime: Filterbank learning to explain time seriesCode0
How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings—0
Elliptical Wishart distributions: information geometry, maximum likelihood estimator, performance analysis and statistical learningCode0
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIsCode0
Personalized Continual EEG Decoding: Retaining and Transferring Knowledge—0
User-wise Perturbations for User Identity Protection in EEG-Based BCIs—0
Federated GNNs for EEG-Based Stroke Assessment—0
BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging—0
Are EEG functional networks really describing the brain? A comparison with other information-processing complex systems—0
Enhancing Neural Network Interpretability with Feature-Aligned Sparse AutoencodersCode0
Demo: Multi-Modal Seizure Prediction System—0
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects—0
Neurophysiological Analysis in Motor and Sensory Cortices for Improving Motor Imagination—0
Enhancing Brain Source Reconstruction through Physics-Informed 3D Neural Networks—0
Low-Rank + Sparse Decomposition (LR+SD) for EEG Artifact Removal—0
Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning—0
Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model—0
Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals—0
SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging With Neural Networks Based on Ballistocardiograms—0
Decoding Fatigue Levels of Pilots Using EEG Signals with Hybrid Deep Neural Networks—0
EEG-based Multimodal Representation Learning for Emotion Recognition—0
osl-ephys: A Python toolbox for the analysis of electrophysiology data—0
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?—0
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior—0
A Multi-Modal Non-Invasive Deep Learning Framework for Progressive Prediction of Seizures—0
SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG—0
EEG Based Decoding of the Perception and Regulation of Taboo Words—0
A contrastive-learning approach for auditory attention detection—0
Real-time Sub-milliwatt Epilepsy Detection Implemented on a Spiking Neural Network Edge Inference Processor—0
Contrastive random lead coding for channel-agnostic self-supervision of biosignals—0
Non-invasive Neural Decoding in Source Reconstructed Brain Space—0
Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response—0
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation—0
Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject TrainingCode0
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer NetworksCode0
BUNDL: Bayesian Uncertainty-aware Deep Learning with Noisy training Labels for Seizure Detection in EEG—0
Comparing Methodological Variations in Seizure Onset Localisation Algorithms using intracranial EEG—0
Theta and/or alpha? Neural oscillational substrates for dynamic inter-brain synchrony during mother-child cooperation—0
On the Role of Activation Functions in EEG-To-Text Decoder—0
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