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EEG

Electroencephalography epilepsy

Papers

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Showing 1451–1500 of 2431 papers

TitleStatusHype
Variational Component Decoder for Source Extraction from Nonlinear Mixture—0
Deep convolutional recurrent neural network for short-interval EEG motor imagery classification—0
PDAML: A Pseudo Domain Adaptation Paradigm for Subject-independent EEG-based Emotion Recognition—0
Practical Adversarial Attacks on Brain--Computer Interfaces—0
TIME-LAPSE: Learning to say “I don't know” through spatio-temporal uncertainty scoring—0
Low-cost brain computer interface for everyday useCode1
EEG based stress analysis using rhythm specific spectral feature for video gameplay—0
An Efficient Epileptic Seizure Detection Technique using Discrete Wavelet Transform and Machine Learning Classifiers—0
Improving the spectral resolution of fMRI signals through the temporal de-correlation approach—0
Holistic Semi-Supervised Approaches for EEG Representation Learning—0
EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining—0
Why Don't You Click: Neural Correlates of Non-Click Behaviors in Web Search—0
Predicting Stress in Remote Learning via Advanced Deep Learning Technologies—0
Towards the Classification of Error-Related Potentials using Riemannian Geometry—0
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition—0
Functional switching among dynamic neuronal hub-nodes in the brain induces transition of cognitive states—0
Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation—0
Self-supervised Contrastive Learning for EEG-based Sleep StagingCode1
Seizure pathways and seizure durations can vary independently within individual patients with focal epilepsy—0
SCORE-IT: A Machine Learning-based Tool for Automatic Standardization of EEG Reports—0
EEGDnet: Fusing Non-Local and Local Self-Similarity for 1-D EEG Signal Denoising with 2-D Transformer—0
GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition—0
Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies—0
gen2Out: Detecting and Ranking Generalized AnomaliesCode0
FBDNN: Filter Banks and Deep Neural Networks for Portable and Fast Brain-Computer InterfacesCode0
MutualGraphNet: A novel model for motor imagery classification—0
Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm—0
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models—0
EEG-connectivity: A fundamental guide and checklist for optimal study design and evaluation—0
An Electroencephalography connectome predictive model of major depressive disorder severity—0
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates—0
EEG-based Classification of Drivers Attention using Convolutional Neural Network—0
Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks—0
Using growth transform dynamical systems for spatio-temporal data sonification—0
An End-to-End Deep Learning Approach for Epileptic Seizure Prediction—0
Multiscale Wavelet Transfer Entropy with Application to Corticomuscular Coupling Analysis—0
Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst DetectionCode0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
Open and free EEG datasets for epilepsy diagnosisCode0
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices—0
A SPA-based Manifold Learning Framework for Motor Imagery EEG Data Classification—0
On the interpretation of linear Riemannian tangent space model parameters in M/EEGCode0
OpenSync: An opensource platform for synchronizing multiple measures in neuroscience experimentsCode0
EEG multipurpose eye blink detector using convolutional neural network—0
The Portiloop: a deep learning-based open science tool for closed-loop brain stimulationCode0
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition—0
High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm—0
A Multi-objective Evolutionary Algorithm for EEG Inverse Problem—0
Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activityCode1
Classification of Upper Arm Movements from EEG signals using Machine Learning with ICA Analysis—0
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