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EEG

Electroencephalography epilepsy

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Showing 76–100 of 2431 papers

TitleStatusHype
DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks—0
Pretraining Large Brain Language Model for Active BCI: Silent Speech—0
Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities—0
A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity—0
Subject-independent Classification of Meditative State from the Resting State using EEG—0
The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy DetectionCode0
Seizure duration is associated with multiple timescales in interictal iEEG band power—0
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives—0
Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis—0
PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion RecognitionCode1
A Statistical Approach for Synthetic EEG Data GenerationCode0
Time-Series Analysis on Edge-AI Hardware for Healthcare Monitoring—0
Dynamic Difficulty Adjustment With Brain Waves as a Tool for Optimizing Engagement—0
SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification—0
Sub-Scalp Brain-Computer Interface Device Design and Fabrication—0
Multi-scale convolutional transformer network for motor imagery brain-computer interfaceCode2
Early Detection of Cognitive Impairment in Elderly using a Passive FPVS-EEG BCI and Machine Learning -- Extended Version—0
Time-varying EEG spectral power predicts evoked and spontaneous fMRI motor brain activity—0
Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving—0
SeizureFormer: A Transformer Model for IEA-Based Seizure Risk Forecasting—0
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion RecognitionCode1
Artifact detection and localization in single-channel mobile EEG for sleep research using deep learning and attention mechanisms—0
An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals—0
mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixupCode1
Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement—0
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