SOTAVerified

EEG

Electroencephalography epilepsy

Papers

Showing 201225 of 2431 papers

TitleStatusHype
Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep ResearchCode1
ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks0
Machine Learning Fairness for Depression Detection using EEG Data0
Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces0
Neural Spelling: A Spell-Based BCI System for Language Neural Decoding0
sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging0
Exact Fit Attention in Node-Holistic Graph Convolutional Network for Improved EEG-Based Driver Fatigue Detection0
Scaling laws for decoding images from brain activity0
Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition0
Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition DataCode1
CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention0
Hybrid Deep Learning Model for epileptic seizure classification by using 1D-CNN with multi-head attention mechanism0
Multi-task deep-learning for sleep event detection and stage classificationCode0
Cueless EEG imagined speech for subject identification: dataset and benchmarksCode0
On the challenges of detecting MCI using EEG in the wildCode0
Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG0
Easing Seasickness through Attention Redirection with a Mindfulness-Based Brain--Computer Interface0
Neural Speech Tracking in a Virtual Acoustic Environment: Audio-Visual Benefit for Unscripted Continuous Speech0
EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics0
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders0
Estimating Musical Surprisal in AudioCode1
Perception-Guided EEG Analysis: A Deep Learning Approach Inspired by Level of Detail (LOD) Theory0
On Creating A Brain-To-Text Decoder0
Towards Probabilistic Inference of Human Motor Intentions by Assistive Mobile Robots Controlled via a Brain-Computer Interface0
Hyperdimensional Computing for ADHD Classification using EEG Signals0
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