SOTAVerified

Eeg Decoding

EEG Decoding - extracting useful information directly from EEG data.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 74 papers

TitleStatusHype
Embedding neurophysiological signalsCode0
Geometric Neural Network based on Phase Space for BCI-EEG decodingCode0
Decoding P300 Variability using Convolutional Neural NetworksCode0
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networksCode0
Aggregating Intrinsic Information to Enhance BCI Performance through Federated LearningCode0
Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model—0
EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding—0
EEG decoding with conditional identification information—0
EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters—0
A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BEIRAPearson Correlation0.44—Unverified