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EEG

Electroencephalography epilepsy

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Showing 1551–1600 of 2431 papers

TitleStatusHype
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
On the interpretation of linear Riemannian tangent space model parameters in M/EEGCode0
A SPA-based Manifold Learning Framework for Motor Imagery EEG Data Classification—0
OpenSync: An opensource platform for synchronizing multiple measures in neuroscience experimentsCode0
EEG multipurpose eye blink detector using convolutional neural network—0
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition—0
The Portiloop: a deep learning-based open science tool for closed-loop brain stimulationCode0
High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm—0
A Multi-objective Evolutionary Algorithm for EEG Inverse Problem—0
Classification of Upper Arm Movements from EEG signals using Machine Learning with ICA Analysis—0
Sleep Staging Based on Multi Scale Dual Attention Network—0
DAL: Feature Learning from Overt Speech to Decode Imagined Speech-based EEG Signals with Convolutional Autoencoder—0
Motor Imagery Classification based on CNN-GRU Network with Spatio-Temporal Feature Representation—0
Noise-based cyberattacks generating fake P300 waves in brain–computer interfacesCode0
Sleep syndromes onset detection based on automatic sleep staging algorithmCode0
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interfaceCode0
Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis—0
Towards Natural Brain-Machine Interaction using Endogenous Potentials based on Deep Neural Networks—0
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals—0
Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification—0
EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals—0
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices—0
BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings—0
Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images—0
Artifact Detection and Correction in EEG data: A Review—0
Neuroadaptive electroencephalography: a proof-of-principle study in infantsCode0
Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks—0
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing SignalsCode0
Subject-Independent Brain-Computer Interface for Decoding High-Level Visual Imagery Tasks—0
A highly scalable repository of waveform and vital signs data from bedside monitoring devices—0
Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks—0
EEG changes and motor deficits in Parkinson's disease patients: Correlation of motor scales and EEG power bands—0
Random Forest classifier for EEG-based seizure prediction—0
Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG—0
Bioelectrical brain activity can predict prosocial behavior—0
Generating Ten BCI Commands Using Four Simple Motor Imageries—0
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture—0
Deep Learning for EEG Seizure Detection in Preterm Infants—0
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification—0
Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network—0
Deep Correlation Analysis for Audio-EEG Decoding—0
Resting state alpha oscillatory activity is a valid and reliable marker of schizotypyCode0
Predicting speech intelligibility from EEG in a non-linear classification paradigm—0
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