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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
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion RecognitionCode2
EEG-Deformer: A Dense Convolutional Transformer for Brain-computer InterfacesCode2
Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion RecognitionCode2
DBConformer: Dual-Branch Convolutional Transformer for EEG DecodingCode2
Decoding speech perception from non-invasive brain recordingsCode2
DreamDiffusion: Generating High-Quality Images from Brain EEG SignalsCode2
Dynamic GNNs for Precise Seizure Detection and Classification from EEG DataCode2
EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked InputsCode2
GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery SignalsCode2
EEGUnity: Open-Source Tool in Facilitating Unified EEG Datasets Towards Large-Scale EEG ModelCode2
GREEN: a lightweight architecture using learnable wavelets and Riemannian geometry for biomarker explorationCode2
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion ModelsCode2
PHemoNet: A Multimodal Network for Physiological SignalsCode2
Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual RecognitionCode2
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion RecognitionCode2
Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signalsCode2
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor AnalyticsCode1
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
Can Brain Signals Reveal Inner Alignment with Human Languages?Code1
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image ReconstructionCode1
CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality DetectionCode1
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