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EEG

Electroencephalography epilepsy

Papers

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Showing 1701–1750 of 2431 papers

TitleStatusHype
Is the brain macroscopically linear? A system identification of resting state dynamicsCode0
Improving J-divergence of brain connectivity states by graph Laplacian denoising—0
Resting-state EEG sex classification using selected brain connectivity representation—0
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree—0
Fluctuations in EEG band power at subject-specific timescales over minutes to days explain changes in seizure evolutions—0
Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG—0
Improving EEG Decoding via Clustering-based Multi-task Feature Learning—0
Quantifying Synchronization in a Biologically Inspired Neural Network—0
Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG—0
Predicting the Transition from Short-term to Long-term Memory based on Deep Neural Network—0
Cross-Correlation Based Discriminant Criterion for Channel Selection in Motor Imagery BCI Systems—0
Comparison of Attention-based Deep Learning Models for EEG Classification—0
Edge Deep Learning for Neural Implants—0
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction—0
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso—0
Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals—0
Conditional canonical correlation estimation based on covariates with random forestsCode0
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period—0
Patient-independent Epileptic Seizure Prediction using Deep Learning Models—0
Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording—0
REPAC: Reliable estimation of phase-amplitude coupling in brain networks—0
Deep learning-based classification of fine hand movements from low frequency EEG—0
Overlapping neural representations for the position of visible and imagined objects—0
Correlation based Multi-phasal models for improved imagined speech EEG recognition—0
BCGGAN: Ballistocardiogram artifact removal in simultaneous EEG-fMRI using generative adversarial network—0
Review of Neural Networks in the EEG Signal Recognition—0
The electronic board to replace the reference voltage on the earlobe for EEG measurement—0
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks—0
Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition—0
Representation learning for improved interpretability and classification accuracy of clinical factors from EEG—0
Hybrid Backpropagation Parallel Reservoir Networks—0
BCI learning induces core-periphery reorganization in M/EEG multiplex brain networks—0
Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks—0
A Hierarchical Graph Signal Processing Approach to Inference from Spatiotemporal Signals—0
Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network—0
EEGsig: an open-source machine learning-based toolbox for EEG signal processingCode0
A novel convolutional neural network model to remove muscle artifacts from EEG—0
Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering—0
Effects of simultaneous real-time fMRI and EEG neurofeedback in major depressive disorder evaluated with brain electromagnetic tomography—0
Continuous monitoring of cognitive load using advanced computerized analysis of brain signals during virtual simulator training for laparoscopic surgery, reflects laparoscopic dexterity. A comparative study using a novel wireless device—0
Learning Patterns in Imaginary Vowels for an Intelligent Brain Computer Interface (BCI) Design—0
Monitoring Trust in Human-Machine Interactions for Public Sector Applications—0
Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modelingCode0
Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface—0
Performance of Dual-Augmented Lagrangian Method and Common Spatial Patterns applied in classification of Motor-Imagery BCI—0
Interoception Underlies The Therapeutic Effects of Mindfulness Meditation for Post-Traumatic Stress Disorder: A Randomized Clinical Trial—0
The "Sound of Silence" in EEG -- Cognitive voice activity detection—0
Application of Topological Data Analysis to Delirium Detection—0
Downsampling and geometric feature methods for EEG classification tasks with CNNs—0
Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification—0
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