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EEG

Electroencephalography epilepsy

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Showing 2151–2200 of 2431 papers

TitleStatusHype
A deep learning architecture to detect events in EEG signals during sleepCode0
Affective EEG-Based Person Identification Using the Deep Learning Approach—0
Semi-supervised Seizure Prediction with Generative Adversarial Networks—0
Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates—0
Improving brain computer interface performance by data augmentation with conditional Deep Convolutional Generative Adversarial Networks—0
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral FeaturesCode0
A large-scale evaluation framework for EEG deep learning architectures—0
Denoising Time Series Data Using Asymmetric Generative Adversarial Networks—0
Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach—0
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller—0
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance—0
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms—0
Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary NoiseCode0
A Hierarchical Fuzzy System for an Advanced Driving Assistance System—0
A Multi-Context Character Prediction Model for a Brain-Computer Interface—0
Focal onset seizure prediction using convolutional networks—0
Deep Semantic Architecture with discriminative feature visualization for neuroimage analysis—0
Adaptive neural network classifier for decoding MEG signals—0
Multivariate Convolutional Sparse Coding for Electromagnetic Brain SignalsCode0
Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference—0
Brain Age from the Electroencephalogram of Sleep—0
Lehmer Transform and its Theoretical Properties—0
Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression—0
A New Method for Epileptic Seizure Classification in EEG Using Adapted Wavelet Packets—0
Active Semi-supervised Transfer Learning (ASTL) for Offline BCI Calibration—0
WU-NEAT: A clinically validated, open- source MATLAB toolbox for limited-channel neonatal EEG analysis—0
Intracranial Error Detection via Deep Learning—0
Classification of Epileptic EEG Signals by Wavelet based CFC—0
Covariate Shift Estimation based Adaptive Ensemble Learning for Handling Non-Stationarity in Motor Imagery related EEG-based Brain-Computer Interface—0
Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir—0
A machine learning model for identifying cyclic alternating patterns in the sleeping brain—0
Automated EEG-based Screening of Depression Using Deep Convolutional Neural Network—0
Organization and Independence or Interdependence? Study of the Neurophysiological Dynamics of Syntactic and Semantic Processing—0
Real-time fMRI neurofeedback training of the amygdala activity with simultaneous EEG in veterans with combat-related PTSD—0
Feature Weighting and Regularization of Common Spatial Patterns in EEG-Based Motor Imagery BCICode0
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDACode0
Epileptic Seizure Detection: A Deep Learning Approach—0
Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis—0
EEG emotion recognition using dynamical graph convolutional neural networks—0
Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare ApplicationsCode0
A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification—0
EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression—0
On the Variability of Chaos Indices in Sleep EEG Signals—0
A Technique Based on Chaos for Brain Computer Interfacing—0
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked PotentialsCode0
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown InputsCode0
A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET.—0
Measuring Consciousness—0
Multiclass Common Spatial Pattern for EEG based Brain Computer Interface with Adaptive Learning Classifier—0
Directional and Causal Information Flow in EEG for Assessing Perceived Audio Quality—0
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