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EEG

Electroencephalography epilepsy

Papers

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Showing 751–800 of 2431 papers

TitleStatusHype
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep StagingCode0
ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges—0
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution—0
Spectral Topological Data Analysis of Brain Signals—0
EEG-Based Reaction Time Prediction with Fuzzy Common Spatial Patterns and Phase Cohesion using Deep Autoencoder Based Data Fusion—0
Nigerian Schizophrenia EEG Dataset (NSzED) Towards Data-Driven Psychiatry in Africa—0
Detection of tonic-clonic seizures in children with epilepsyCode0
InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity—0
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
Latent Alignment with Deep Set EEG Decoders—0
Optimal EEG Electrode Set for Emotion Recognition From Brain Signals: An Empirical Quest—0
DTP-Net: Learning to Reconstruct EEG signals in Time-Frequency Domain by Multi-scale Feature ReuseCode1
Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis—0
ViT-Lens: Towards Omni-modal RepresentationsCode1
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViGCode1
Incomplete resection of the icEEG seizure onset zone is not associated with post-surgical outcomes—0
Human-Machine Cooperative Multimodal Learning Method for Cross-subject Olfactory Preference Recognition—0
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia—0
Information dynamics of in\; silico EEG Brain Waves: Insights into oscillations and functions—0
HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms—0
Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement—0
Visual tracking brain computer interface—0
Combining EEG and NLP Features for Predicting Students' Lecture Comprehension using Ensemble Classification—0
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review—0
Physiological complexity of EEG as a proxy for dementia risk prediction: a review and preliminary cross-section analysis—0
Impact of Nap on Performance in Different Working Memory Tasks Using EEG—0
Neurophysiological Response Based on Auditory Sense for Brain Modulation Using Monaural Beat—0
Enhanced Generative Adversarial Networks for Unseen Word Generation from EEG Signals—0
Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats—0
Understanding learning from EEG data: Combining machine learning and feature engineering based on hidden Markov models and mixed modelsCode0
Brain-Driven Representation Learning Based on Diffusion Model—0
Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography—0
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal ConversionCode1
The brain uses renewal points to model random sequences of stimuliCode0
Sample Dominance Aware Framework via Non-Parametric Estimation for Spontaneous Brain-Computer Interface—0
Time Scale Network: A Shallow Neural Network For Time Series Data—0
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG ClassificationCode0
Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures—0
Neuro-GPT: Towards A Foundation Model for EEGCode2
Leveraging sinusoidal representation networks to predict fMRI signals from EEG—0
Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia—0
New Approach for an Affective Computing-Driven Quality of Experience (QoE) Prediction—0
Enhancing Understanding of Driving Attributes through Quantitative Assessment of Driver Cognition—0
Shorter duration of slow wave sleep is related to symptoms of depression in patients with epilepsy—0
NOIR: Neural Signal Operated Intelligent Robots for Everyday Activities—0
Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data—0
Improved Motor Imagery Classification Using Adaptive Spatial Filters Based on Particle Swarm Optimization Algorithm—0
Enhancing Motor Imagery Decoding in Brain Computer Interfaces using Riemann Tangent Space Mapping and Cross Frequency Coupling—0
Enhancing Epileptic Seizure Detection with EEG Feature Embeddings—0
A Review on the Applications of Machine Learning for Tinnitus Diagnosis Using EEG Signals—0
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