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Electroencephalography epilepsy
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Showing 201–225 of 2431 papers
Title
Date
Tasks
Status
Hype
Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep Research
Jan 30, 2025
Classification
EEG
Code
Code Available
1
ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks
Jan 30, 2025
Brain Computer Interface
Classification
—
Unverified
0
Machine Learning Fairness for Depression Detection using EEG Data
Jan 30, 2025
Depression Detection
EEG
—
Unverified
0
Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces
Jan 29, 2025
Brain Computer Interface
Decision Making
—
Unverified
0
Neural Spelling: A Spell-Based BCI System for Language Neural Decoding
Jan 29, 2025
EEG
—
Unverified
0
sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging
Jan 27, 2025
EEG
Electromyography (EMG)
—
Unverified
0
Exact Fit Attention in Node-Holistic Graph Convolutional Network for Improved EEG-Based Driver Fatigue Detection
Jan 25, 2025
EEG
—
Unverified
0
Scaling laws for decoding images from brain activity
Jan 25, 2025
EEG
—
Unverified
0
Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition
Jan 24, 2025
EEG
EEG Emotion Recognition
—
Unverified
0
Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data
Jan 19, 2025
EEG
Emotion Recognition
Code
Code Available
1
CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention
Jan 18, 2025
Anomaly Classification
EEG
—
Unverified
0
Hybrid Deep Learning Model for epileptic seizure classification by using 1D-CNN with multi-head attention mechanism
Jan 17, 2025
EEG
—
Unverified
0
Multi-task deep-learning for sleep event detection and stage classification
Jan 16, 2025
EEG
Event Detection
Code
Code Available
0
Cueless EEG imagined speech for subject identification: dataset and benchmarks
Jan 16, 2025
EEG
Electroencephalogram (EEG)
Code
Code Available
0
On the challenges of detecting MCI using EEG in the wild
Jan 15, 2025
Domain Generalization
EEG
Code
Code Available
0
Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG
Jan 15, 2025
Disentanglement
EEG
—
Unverified
0
Easing Seasickness through Attention Redirection with a Mindfulness-Based Brain--Computer Interface
Jan 15, 2025
Brain Computer Interface
EEG
—
Unverified
0
Neural Speech Tracking in a Virtual Acoustic Environment: Audio-Visual Benefit for Unscripted Continuous Speech
Jan 14, 2025
EEG
—
Unverified
0
EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics
Jan 14, 2025
EEG
Eeg Decoding
—
Unverified
0
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders
Jan 13, 2025
Contrastive Learning
EEG
—
Unverified
0
Estimating Musical Surprisal in Audio
Jan 13, 2025
EEG
Code
Code Available
1
Perception-Guided EEG Analysis: A Deep Learning Approach Inspired by Level of Detail (LOD) Theory
Jan 11, 2025
EEG
Rhythm
—
Unverified
0
On Creating A Brain-To-Text Decoder
Jan 10, 2025
Brain Decoding
Decoder
—
Unverified
0
Towards Probabilistic Inference of Human Motor Intentions by Assistive Mobile Robots Controlled via a Brain-Computer Interface
Jan 9, 2025
Brain Computer Interface
EEG
—
Unverified
0
Hyperdimensional Computing for ADHD Classification using EEG Signals
Jan 9, 2025
Classification
EEG
—
Unverified
0
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