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EEG

Electroencephalography epilepsy

Papers

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Showing 126–150 of 2431 papers

TitleStatusHype
Artificial Intelligence for EEG Prediction: Applied Chaos TheoryCode1
Implicit Gaussian process representation of vector fields over arbitrary latent manifoldsCode1
GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural NetworkCode1
Structure-Preserving Transformers for Sequences of SPD MatricesCode1
A DenseNet-based method for decoding auditory spatial attention with EEGCode1
Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample VicinityCode1
A Strong and Simple Deep Learning Baseline for BCI MI DecodingCode1
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion RecognitionCode1
Decoding Natural Images from EEG for Object RecognitionCode1
ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG DataCode1
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEGCode1
Weight Freezing: A Regularization Approach for Fully Connected Layers with an Application in EEG ClassificationCode1
Riemannian Multinomial Logistics Regression for SPD Neural NetworksCode1
BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker ConditionsCode1
BIOT: Cross-data Biosignal Learning in the WildCode1
Interpretable and Robust AI in EEG Systems: A SurveyCode1
Generate your neural signals from mine: individual-to-individual EEG convertersCode1
Time-space-frequency feature Fusion for 3-channel motor imagery classificationCode1
LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interface paradigms and interpretabilityCode1
Quantifying the Impact of Data Characteristics on the Transferability of Sleep Stage Scoring ModelsCode1
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion RecognitionCode1
Towards Domain Generalization for ECG and EEG Classification: Algorithms and BenchmarksCode1
EEG Synthetic Data Generation Using Probabilistic Diffusion ModelsCode1
Partial Label Learning for Emotion Recognition from EEGCode1
Score-Based Data Generation for EEG Spatial Covariance Matrices: Towards Boosting BCI PerformanceCode1
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