SOTAVerified

Eeg Decoding

EEG Decoding - extracting useful information directly from EEG data.

Papers

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Showing 61–70 of 74 papers

TitleStatusHype
Improving EEG Decoding via Clustering-based Multi-task Feature Learning—0
Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals—0
The "Sound of Silence" in EEG -- Cognitive voice activity detection—0
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networksCode0
Subject-Aware Contrastive Learning for BiosignalsCode1
Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface—0
Decoding P300 Variability using Convolutional Neural NetworksCode0
An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding—0
Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis—0
Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BEIRAPearson Correlation0.44—Unverified