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EEG

Electroencephalography epilepsy

Papers

Showing 19512000 of 2431 papers

TitleStatusHype
EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training0
Sleep Stage Classification Using Bidirectional LSTM in Wearable Multi-sensor Systems0
CogniVal: A Framework for Cognitive Word Embedding EvaluationCode0
Improved robust weighted averaging for event-related potentials in EEGCode0
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure DetectionCode0
A few filters are enough: Convolutional Neural Network for P300 DetectionCode1
Carbogen inhalation during Non-Convulsive Status Epilepticus: A quantitative analysis of EEG recordings0
Spoken Speech Enhancement using EEG0
Tracking momentary attention fluctuations with an EEG-based cognitive brain-machine interface0
EEG based Emotion Recognition of Image Stimuli0
Unravelling the neural signatures of dream recall in EEG: a deep learning approach0
HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for ElectroencephalographyCode0
Machine Learning Approaches for Detecting the Depression from Resting-State Electroencephalogram (EEG): A Review Study0
A framework for seizure detection using effective connectivity, graph theory and deep modular neural networks0
Contextual Minimum-Norm Estimates (CMNE): A Deep Learning Method for Source Estimation in Neuronal Networks0
Deep User Identification Model with Multiple Biometrics0
Machine learning with electroencephalography features for precise diagnosis of depression subtypes0
Localization of MEG and EEG Brain Signals by Alternating Projection0
EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks0
Complex Deep Learning Models for Denoising of Human Heart ECG signals0
A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction0
Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels0
Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network0
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain SignalsCode1
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing0
Adversarial Feature Learning in Brain Interfacing: An Experimental Study on Eliminating Drowsiness Effects0
Synthetic Epileptic Brain Activities Using Generative Adversarial NetworksCode0
A-Phase classification using convolutional neural networks0
EEG-Based Emotion Recognition Using Regularized Graph Neural NetworksCode1
An end-to-end (deep) neural network applied to raw EEG, fNIRs and body motion data for data fusion and BCI classification task without any pre-/post-processing0
Deep Invertible Networks for EEG-based brain-signal decoding0
Electroencephalography based Classification of Long-term Stress using Psychological Labeling0
Machine learning without a feature set for detecting bursts in the EEG of preterm infants0
Deep Learning with ConvNET Predicts Imagery Tasks Through EEG0
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG0
Protecting Privacy of Users in Brain-Computer Interface Applications0
Applying Transfer Learning To Deep Learned Models For EEG Analysis0
Tensor Decomposition for EEG Signal Retrieval0
Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version)0
Visualizing High Dimensional Dynamical Processes0
Predicting epileptic seizures using nonnegative matrix factorizationCode0
Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment0
Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm0
Bayesian fusion and multimodal DCM for EEG and fMRI0
Robust End-to-End Speaker Verification Using EEG0
Advancing Speech Recognition With No Speech Or With Noisy Speech0
Speech Recognition With No Speech Or With Noisy Speech Beyond English0
Decoding P300 Variability using Convolutional Neural NetworksCode0
Modified swarm-based metaheuristics enhance Gradient Descent initialization performance: Application for EEG spatial filtering0
Classification of EEG Signals using Genetic Programming for Feature Construction0
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