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EEG

Electroencephalography epilepsy

Papers

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Showing 301–350 of 2431 papers

TitleStatusHype
Introducing EEG Analyses to Help Personal Music Preference PredictionCode0
Is Limited Participant Diversity Impeding EEG-based Machine Learning?Code0
Intra- and Inter-epoch Temporal Context Network (IITNet) Using Sub-epoch Features for Automatic Sleep Scoring on Raw Single-channel EEGCode0
An Ultra-Low Power Wearable BMI System with Continual Learning CapabilitiesCode0
Intracerebral EEG Artifact Identification Using Convolutional Neural NetworksCode0
Is the brain macroscopically linear? A system identification of resting state dynamicsCode0
Anti-seizure medication tapering correlates with daytime delta band power reduction in the cortexCode0
Joint Learning of Full-structure Noise in Hierarchical Bayesian Regression ModelsCode0
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG DataCode0
Improving Motor Imagery EEG Classification Based on Channel Selection Using a Deep Learning ArchitectureCode0
Improving SSVEP BCI Spellers With Data Augmentation and Language ModelsCode0
A multimodal dataset for understanding the impact of mobile phones on remote online virtual educationCode0
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aestheticsCode0
Imagined speech classification using EEGCode0
ICLabel: An automated electroencephalographic independent component classifier, dataset, and websiteCode0
Image-based eeg classification of brain responses to song recordingsCode0
Improved robust weighted averaging for event-related potentials in EEGCode0
Inherent fuzzy entropy for the improvement of EEG complexity evaluationCode0
KAM -- a Kernel Attention Module for Emotion Classification with EEG DataCode0
M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker ExtractionCode0
High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection ApproachCode0
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classificationCode0
HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for ElectroencephalographyCode0
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage ClassificationCode0
Graph Convolutional Neural Networks for analysis of EEG signals, BCI applicationCode0
Granger Causality using Neural NetworksCode0
Hybrid multi-objective evolutionary algorithm based on Search Manager framework for big data optimization problemsCode0
An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and OctaveCode0
A Hybrid Artificial Intelligence System for Automated EEG Background Analysis and Report GenerationCode0
Geometric Neural Network based on Phase Space for BCI-EEG decodingCode0
Generalized Concomitant Multi-Task Lasso for sparse multimodal regressionCode0
From Euclidean to Riemannian Means: Information Geometry for SSVEP ClassificationCode0
An Interpretable and Efficient Sleep Staging Algorithm: DetectsleepNetCode0
gen2Out: Detecting and Ranking Generalized AnomaliesCode0
FLEXtime: Filterbank learning to explain time seriesCode0
Feature Weighting and Regularization of Common Spatial Patterns in EEG-Based Motor Imagery BCICode0
Feature interpretability in BCIs: exploring the role of network lateralizationCode0
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer InterfacesCode0
FBDNN: Filter Banks and Deep Neural Networks for Portable and Fast Brain-Computer InterfacesCode0
Extreme Learning Machine design for dealing with unrepresentative featuresCode0
Aggregating Intrinsic Information to Enhance BCI Performance through Federated LearningCode0
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral FeaturesCode0
FOIT: Fast Online Instance Transfer for Improved EEG Emotion RecognitionCode0
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer InterfacesCode0
Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure DetectionCode0
Exploring machine learning approaches for classifying mental workload using fNIRS data from HCI tasksCode0
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG SignalsCode0
Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object DetectionCode0
Exploiting Multiple EEG Data Domains with Adversarial LearningCode0
Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject TrainingCode0
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