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EEG

Electroencephalography epilepsy

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Showing 2251–2300 of 2431 papers

TitleStatusHype
Deep Belief Networks used on High Resolution Multichannel Electroencephalography Data for Seizure Detection—0
Deep learning with convolutional neural networks for decoding and visualization of EEG pathologyCode0
Multichannel sleep spindle detection using sparse low-rank optimizationCode0
Brain Responses During Robot-Error Observation—0
Applying advanced machine learning models to classify electro-physiological activity of human brain for use in biometric identificationCode0
SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling—0
SLEEPNET: Automated Sleep Staging System via Deep Learning—0
A comparison of single-trial EEG classification and EEG-informed fMRI across three MR compatible EEG recording systems—0
Application of Dictionary Learning in Alleviating Computational Burden of EEG Source Localization—0
Stance leg and surface stability modulate cortical activity during human single leg stance—0
Multiscale Granger causality analysis by à trous wavelet transformCode0
A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis—0
Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network—0
Sparsity Enables Estimation of both Subcortical and Cortical Activity from MEG and EEG—0
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data—0
Individual Recognition in Schizophrenia using Deep Learning Methods with Random Forest and Voting Classifiers: Insights from Resting State EEG Streams—0
Bayesian multi--dipole localization and uncertainty quantification from simultaneous EEG and MEG recordings—0
Decline of long-range temporal correlations in the human brain during sustained wakefulness—0
The interplay between long- and short-range temporal correlations shapes cortex dynamics across vigilance states—0
Deep Recurrent Neural Networks for seizure detection and early seizure detection systems—0
DeepKey: An EEG and Gait Based Dual-Authentication System—0
Generalized Concomitant Multi-Task Lasso for sparse multimodal regressionCode0
Bayesian Belief Updating of Spatiotemporal Seizure Dynamics—0
Improving classification accuracy of feedforward neural networks for spiking neuromorphic chips—0
Deep neural networks on graph signals for brain imaging analysis—0
Spatial-Temporal Recurrent Neural Network for Emotion Recognition—0
Emotion Specification from Musical Stimuli: An EEG Study with AFA and DFA—0
Can Musical Emotion Be Quantified With Neural Jitter Or Shimmer? A Novel EEG Based Study With Hindustani Classical Music—0
EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features—0
AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups—0
Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features—0
Multimodal deep learning approach for joint EEG-EMG data compression and classification—0
Learning Deep Matrix Representations—0
Meet Spinky: An Open-Source Spindle and K-Complex Detection Toolbox Validated on the Open-Access Montreal Archive of Sleep Studies (MASS).Code0
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable CouplingsCode0
Interactive Web Application for Exploring Matrices of Neural Connectivity—0
Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction—0
Alpha Wavelet Power as a Biomarker of Antidepressant Treatment Response in Bipolar Depression—0
Inherent fuzzy entropy for the improvement of EEG complexity evaluationCode0
Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)—0
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI)—0
Online and Offline Domain Adaptation for Reducing BCI Calibration Effort—0
Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization—0
EEG Representation Using Multi-instance Framework on The Manifold of Symmetric Positive Definite Matrices for EEG-based Computer Aided Diagnosis—0
Multi-feature classifiers for burst detection in single EEG channels from preterm infants—0
Effective and Extensible Feature Extraction Method Using Genetic Algorithm-Based Frequency-Domain Feature Search for Epileptic EEG Multi-classification—0
Automatic sleep monitoring using ear-EEG—0
A computational investigation of the relationships between single-neuron and network dynamics in the cerebral cortex—0
EEG in the classroom: Synchronised neural recordings during video presentation—0
Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces—0
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