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EEG

Electroencephalography epilepsy

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Showing 451–475 of 2431 papers

TitleStatusHype
ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks—0
Machine Learning Fairness for Depression Detection using EEG Data—0
Neural Spelling: A Spell-Based BCI System for Language Neural Decoding—0
Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces—0
sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging—0
Exact Fit Attention in Node-Holistic Graph Convolutional Network for Improved EEG-Based Driver Fatigue Detection—0
Scaling laws for decoding images from brain activity—0
Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition—0
CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention—0
Hybrid Deep Learning Model for epileptic seizure classification by using 1D-CNN with multi-head attention mechanism—0
Multi-task deep-learning for sleep event detection and stage classificationCode0
Cueless EEG imagined speech for subject identification: dataset and benchmarksCode0
Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG—0
On the challenges of detecting MCI using EEG in the wildCode0
Easing Seasickness through Attention Redirection with a Mindfulness-Based Brain--Computer Interface—0
EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics—0
Neural Speech Tracking in a Virtual Acoustic Environment: Audio-Visual Benefit for Unscripted Continuous Speech—0
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders—0
Perception-Guided EEG Analysis: A Deep Learning Approach Inspired by Level of Detail (LOD) Theory—0
On Creating A Brain-To-Text Decoder—0
A Portable Solution for Simultaneous Human Movement and Mobile EEG Acquisition: Readiness Potentials for Basketball Free-throw Shooting—0
Towards Probabilistic Inference of Human Motor Intentions by Assistive Mobile Robots Controlled via a Brain-Computer Interface—0
Hyperdimensional Computing for ADHD Classification using EEG Signals—0
Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration—0
Motif Discovery Framework for Psychiatric EEG Data Classification—0
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