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EEG

Electroencephalography epilepsy

Papers

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Showing 351–400 of 2431 papers

TitleStatusHype
EEG Based Decoding of the Perception and Regulation of Taboo Words—0
A contrastive-learning approach for auditory attention detection—0
Real-time Sub-milliwatt Epilepsy Detection Implemented on a Spiking Neural Network Edge Inference Processor—0
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals ForecastingCode1
Contrastive random lead coding for channel-agnostic self-supervision of biosignals—0
Non-invasive Neural Decoding in Source Reconstructed Brain Space—0
Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject TrainingCode0
Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response—0
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation—0
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer NetworksCode0
How EEG preprocessing shapes decoding performanceCode1
BUNDL: Bayesian Uncertainty-aware Deep Learning with Noisy training Labels for Seizure Detection in EEG—0
Comparing Methodological Variations in Seizure Onset Localisation Algorithms using intracranial EEG—0
Theta and/or alpha? Neural oscillational substrates for dynamic inter-brain synchrony during mother-child cooperation—0
iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System—0
NSSI-Net: Multi-Concept Generative Adversarial Network for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG Signals in a Semi-Supervised Learning FrameworkCode0
On the Role of Activation Functions in EEG-To-Text Decoder—0
Single-word Auditory Attention Decoding Using Deep Learning Model—0
EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface—0
SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning—0
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention DetectionCode1
EEGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training—0
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion RecognitionCode2
SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced NetworkCode0
EEG-based AI-BCI Wheelchair Advancement: A Brain-Computer Interfacing Wheelchair System Using Deep Learning Approach—0
SimBrainNet: Evaluating Brain Network Similarity for Attention Disorders—0
Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs)Code2
EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task—0
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection—0
Closed-Loop phase selection in EEG-TMS using Bayesian OptimizationCode0
Pre-Ictal Seizure Prediction Using Personalized Deep Learning—0
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature MappingCode1
The Effect of Acute Stress on the Interpretability and Generalization of Schizophrenia Predictive Machine Learning ModelsCode0
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density RatiosCode0
Simulated Eyeblink Artifact Removal with ICA: Effect of Measurement Uncertainty—0
From Epilepsy Seizures Classification to Detection: A Deep Learning-based Approach for Raw EEG Signals—0
Nested Deep Learning Model Towards A Foundation Model for Brain Signal Data—0
Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputationCode0
NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion ModelsCode0
Sonic Entanglements with Electromyography: Between Bodies, Signals, and Representations—0
The EAVI EMG/EEG Board: Hybrid physiological sensing—0
EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record GenerationCode0
SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention DecodingCode1
Feature Estimation of Global Language Processing in EEG Using Attention Maps—0
Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion—0
Latent Representation Learning for Multimodal Brain Activity Translation—0
AM-MTEEG: Multi-task EEG classification based on impulsive associative memory—0
A Survey of Spatio-Temporal EEG data Analysis: from Models to ApplicationsCode2
DREAMS: A python framework to train deep learning models with model card reporting for medical and health applications—0
Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review—0
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