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EEG

Electroencephalography epilepsy

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Showing 201–250 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 networks—0
Machine Learning Fairness for Depression Detection using EEG Data—0
Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces—0
Neural Spelling: A Spell-Based BCI System for Language Neural Decoding—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
Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition DataCode1
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
On the challenges of detecting MCI using EEG in the wildCode0
Easing Seasickness through Attention Redirection with a Mindfulness-Based Brain--Computer Interface—0
Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG—0
Neural Speech Tracking in a Virtual Acoustic Environment: Audio-Visual Benefit for Unscripted Continuous Speech—0
EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics—0
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders—0
Estimating Musical Surprisal in AudioCode1
Perception-Guided EEG Analysis: A Deep Learning Approach Inspired by Level of Detail (LOD) Theory—0
On Creating A Brain-To-Text Decoder—0
Towards Probabilistic Inference of Human Motor Intentions by Assistive Mobile Robots Controlled via a Brain-Computer Interface—0
A Portable Solution for Simultaneous Human Movement and Mobile EEG Acquisition: Readiness Potentials for Basketball Free-throw Shooting—0
Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration—0
Hyperdimensional Computing for ADHD Classification using EEG Signals—0
Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation—0
Motif Discovery Framework for Psychiatric EEG Data Classification—0
Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence PredictionCode0
Bayesian Model Parameter Learning in Linear Inverse Problems with Application in EEG Focal Source Imaging—0
SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment—0
AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm—0
Integrating Language-Image Prior into EEG Decoding for Cross-Task Zero-Calibration RSVP-BCI—0
Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior—0
Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks—0
LLMs Help Alleviate the Cross-Subject Variability in Brain Signal and Language Alignment—0
SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG—0
Aesthetic Matters in Music Perception for Image Stylization: A Emotion-driven Music-to-Visual Manipulation—0
A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application—0
Human-AI Teaming Using Large Language Models: Boosting Brain-Computer Interfacing (BCI) and Brain Research—0
Improving SSVEP BCI Spellers With Data Augmentation and Language ModelsCode0
Comprehensive Review of EEG-to-Output Research: Decoding Neural Signals into Images, Videos, and Audio—0
EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIsCode1
Real-time classification of EEG signals using Machine Learning deploymentCode0
Revealing the Self: Brainwave-Based Human Trait Identification—0
Signal Transformation for Effective Multi-Channel Signal Processing—0
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual DecodingCode1
Predicting Artificial Neural Network Representations to Learn Recognition Model for Music Identification from Brain RecordingsCode0
MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing SystemsCode0
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