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EEG

Electroencephalography epilepsy

Papers

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Showing 2201–2250 of 2431 papers

TitleStatusHype
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer NetworksCode0
PFML: Self-Supervised Learning of Time-Series Data Without Representation CollapseCode0
Automated Pipeline for EEG Artifact Reduction (APPEAR) Recorded during fMRICode0
RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised LearningCode0
Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral FeaturesCode0
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion modelsCode0
Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modelingCode0
Characterising Alzheimer's Disease with EEG-based Energy Landscape AnalysisCode0
Image-based eeg classification of brain responses to song recordingsCode0
FBDNN: Filter Banks and Deep Neural Networks for Portable and Fast Brain-Computer InterfacesCode0
Decoding P300 Variability using Convolutional Neural NetworksCode0
Synthetic Epileptic Brain Activities Using Generative Adversarial NetworksCode0
Imagined speech classification using EEGCode0
Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-ProcessingCode0
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
Multi-Modal Neuroimaging Analysis and Visualization Tool (MMVT)Code0
Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signalsCode0
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral FeaturesCode0
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown InputsCode0
Multi-Modal Spectral Parametrization Method (MMSPM) for analyzing EEG activity with distinct scaling regimesCode0
Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary NoiseCode0
Consumer-grade EEG-based Eye TrackingCode0
Vector-Based Data Improves Left-Right Eye-Tracking Classifier Performance After a Covariate Distributional ShiftCode0
Improved robust weighted averaging for event-related potentials in EEGCode0
A multimodal dataset for understanding the impact of mobile phones on remote online virtual educationCode0
Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEGCode0
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG ClassificationCode0
Automated Brain Disorders Diagnosis Through Deep Neural NetworksCode0
Multiscale Granger causality analysis by à trous wavelet transformCode0
TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model MonitoringCode0
ALFEE: Adaptive Large Foundation Model for EEG RepresentationCode0
Challenges facing the explainability of age prediction models: case study for two modalitiesCode0
An Ultra-Low Power Wearable BMI System with Continual Learning CapabilitiesCode0
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aestheticsCode0
Extreme Learning Machine design for dealing with unrepresentative featuresCode0
Conditional canonical correlation estimation based on covariates with random forestsCode0
Predicting Artificial Neural Network Representations to Learn Recognition Model for Music Identification from Brain RecordingsCode0
Improving Motor Imagery EEG Classification Based on Channel Selection Using a Deep Learning ArchitectureCode0
Multi-task deep-learning for sleep event detection and stage classificationCode0
EEG-DCNet: A Fast and Accurate MI-EEG Dilated CNN Classification MethodCode0
Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music ListeningCode0
Improving SSVEP BCI Spellers With Data Augmentation and Language ModelsCode0
Predicting epileptic seizures using nonnegative matrix factorizationCode0
A Hybrid Artificial Intelligence System for Automated EEG Background Analysis and Report GenerationCode0
Exploring machine learning approaches for classifying mental workload using fNIRS data from HCI tasksCode0
Multivariate Convolutional Sparse Coding for Electromagnetic Brain SignalsCode0
Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging DataCode0
A Temporal-Spectral Fusion Transformer with Subject-Specific Adapter for Enhancing RSVP-BCI DecodingCode0
Anti-seizure medication tapering correlates with daytime delta band power reduction in the cortexCode0
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