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EEG

Electroencephalography epilepsy

Papers

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Showing 26–50 of 2431 papers

TitleStatusHype
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency ConsistencyCode2
Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs)Code2
Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning ApproachCode2
EEGUnity: Open-Source Tool in Facilitating Unified EEG Datasets Towards Large-Scale EEG ModelCode2
PHemoNet: A Multimodal Network for Physiological SignalsCode2
EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked InputsCode2
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion RecognitionCode2
DBConformer: Dual-Branch Convolutional Transformer for EEG DecodingCode2
Decoding speech perception from non-invasive brain recordingsCode2
Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signalsCode2
Dynamic GNNs for Precise Seizure Detection and Classification from EEG DataCode2
EEG-Deformer: A Dense Convolutional Transformer for Brain-computer InterfacesCode2
DreamDiffusion: Generating High-Quality Images from Brain EEG SignalsCode2
GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery SignalsCode2
GREEN: a lightweight architecture using learnable wavelets and Riemannian geometry for biomarker explorationCode2
Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion RecognitionCode2
Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual RecognitionCode2
NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEGCode2
A Survey of Spatio-Temporal EEG data Analysis: from Models to ApplicationsCode2
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image ReconstructionCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEGCode1
EEG-based Emotional Video Classification via Learning Connectivity StructureCode1
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access SystemCode1
CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality DetectionCode1
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