SOTAVerified

Eeg Decoding

EEG Decoding - extracting useful information directly from EEG data.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 74 papers

TitleStatusHype
FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network—0
Functional Graph Contrastive Learning of Hyperscanning EEG Reveals Emotional Contagion Evoked by Stereotype-Based Stressors—0
Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding—0
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
Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response—0
Integrating Language-Image Prior into EEG Decoding for Cross-Task Zero-Calibration RSVP-BCI—0
Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding—0
Latent Alignment with Deep Set EEG Decoders—0
Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification—0
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface—0
Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding—0
Passenger hazard perception based on EEG signals for highly automated driving vehicles—0
Personalized Continual EEG Decoding: Retaining and Transferring Knowledge—0
Relating EEG recordings to speech using envelope tracking and the speech-FFR—0
Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG—0
Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition—0
The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding—0
A3E: Aligned and Augmented Adversarial Ensemble for Accurate, Robust and Privacy-Preserving EEG Decoding—0
The "Sound of Silence" in EEG -- Cognitive voice activity detection—0
Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings—0
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey—0
Towards Scalable Handwriting Communication via EEG Decoding and Latent Embedding Integration—0
ViEEG: Hierarchical Neural Coding with Cross-Modal Progressive Enhancement for EEG-Based Visual Decoding—0
The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BEIRAPearson Correlation0.44—Unverified