SOTAVerified

Eeg Decoding

EEG Decoding - extracting useful information directly from EEG data.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 74 papers

TitleStatusHype
CBraMod: A Criss-Cross Brain Foundation Model for EEG DecodingCode3
CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery ClassificationCode3
Physics-inform attention temporal convolutional network for EEG-based motor imagery classificationCode2
DBConformer: Dual-Branch Convolutional Transformer for EEG DecodingCode2
ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model InterpretationCode1
fMRI from EEG is only Deep Learning away: the use of interpretable DL to unravel EEG-fMRI relationshipsCode1
MAtt: A Manifold Attention Network for EEG DecodingCode1
EEG-CLIP : Learning EEG representations from natural language descriptionsCode1
Deep learning with convolutional neural networks for EEG decoding and visualizationCode1
Enhancing Low-Density EEG-Based Brain-Computer Interfaces with Similarity-Keeping Knowledge DistillationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BEIRAPearson Correlation0.44—Unverified