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EEG
EEG
Electroencephalography epilepsy
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Showing 351–375 of 2431 papers
Title
Date
Tasks
Status
Hype
Pretraining Large Brain Language Model for Active BCI: Silent Speech
Apr 29, 2025
Brain Computer Interface
EEG
—
Unverified
0
Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities
Apr 28, 2025
EEG
Emotion Recognition
—
Unverified
0
Subject-independent Classification of Meditative State from the Resting State using EEG
Apr 25, 2025
Binary Classification
Classification
—
Unverified
0
A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity
Apr 25, 2025
EEG
—
Unverified
0
The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection
Apr 24, 2025
EEG
Electroencephalogram (EEG)
Code
Code Available
0
Seizure duration is associated with multiple timescales in interictal iEEG band power
Apr 24, 2025
EEG
—
Unverified
0
Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis
Apr 24, 2025
EEG
—
Unverified
0
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives
Apr 24, 2025
EEG
Electroencephalogram (EEG)
—
Unverified
0
A Statistical Approach for Synthetic EEG Data Generation
Apr 22, 2025
EEG
Electroencephalogram (EEG)
Code
Code Available
0
Time-Series Analysis on Edge-AI Hardware for Healthcare Monitoring
Apr 21, 2025
EEG
Time Series
—
Unverified
0
SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification
Apr 17, 2025
EEG
Motor Imagery
—
Unverified
0
Dynamic Difficulty Adjustment With Brain Waves as a Tool for Optimizing Engagement
Apr 17, 2025
EEG
—
Unverified
0
Sub-Scalp Brain-Computer Interface Device Design and Fabrication
Apr 17, 2025
Brain Computer Interface
EEG
—
Unverified
0
Early Detection of Cognitive Impairment in Elderly using a Passive FPVS-EEG BCI and Machine Learning -- Extended Version
Apr 15, 2025
EEG
—
Unverified
0
Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving
Apr 14, 2025
Autonomous Driving
Brain Computer Interface
—
Unverified
0
Time-varying EEG spectral power predicts evoked and spontaneous fMRI motor brain activity
Apr 14, 2025
EEG
Rhythm
—
Unverified
0
SeizureFormer: A Transformer Model for IEA-Based Seizure Risk Forecasting
Apr 13, 2025
EEG
Management
—
Unverified
0
An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals
Apr 11, 2025
EEG
Prediction
—
Unverified
0
Artifact detection and localization in single-channel mobile EEG for sleep research using deep learning and attention mechanisms
Apr 11, 2025
Artifact Detection
EEG
—
Unverified
0
Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement
Apr 7, 2025
EEG
Electroencephalogram (EEG)
—
Unverified
0
Modeling the Dynamics of Attentional Gamma Oscillations During the Encoding Process of Noise-Mixed Speech Signals
Apr 6, 2025
EEG
Rhythm
—
Unverified
0
Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals
Apr 4, 2025
Brain Computer Interface
EEG
—
Unverified
0
Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation Patching
Apr 3, 2025
Answer Generation
EEG
Code
Code Available
0
EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and Baselines
Apr 2, 2025
EEG
Time Series
Code
Code Available
0
Dual mechanism of Anti-Seizure Medications in controlling seizure activity
Apr 2, 2025
EEG
Code
Code Available
0
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