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EEG

Electroencephalography epilepsy

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Showing 1701–1750 of 2431 papers

TitleStatusHype
Learning Patterns in Imaginary Vowels for an Intelligent Brain Computer Interface (BCI) Design—0
Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modelingCode0
Monitoring Trust in Human-Machine Interactions for Public Sector Applications—0
Performance of Dual-Augmented Lagrangian Method and Common Spatial Patterns applied in classification of Motor-Imagery BCI—0
Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface—0
Interoception Underlies The Therapeutic Effects of Mindfulness Meditation for Post-Traumatic Stress Disorder: A Randomized Clinical Trial—0
The "Sound of Silence" in EEG -- Cognitive voice activity detection—0
Downsampling and geometric feature methods for EEG classification tasks with CNNs—0
Application of Topological Data Analysis to Delirium Detection—0
Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification—0
Interpreting Imagined Speech Waves with Machine Learning techniques—0
Latent neural source recovery via transcoding of simultaneous EEG-fMRI—0
Classifying Songs with EEG—0
Reduced neural activity during volatile anesthesia compared to TIVA: evidence from a novel EEG signal processing analysis—0
EEG to fMRI Synthesis: Is Deep Learning a candidate?—0
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task LassoCode1
Deep learning analysis of intracranial EEG for recognizing drug effects and mechanisms of action—0
Multi-center validation study of automated classification of pathological slowing in adult scalp electroencephalograms via frequency features—0
EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review—0
An Explainable Model for EEG Seizure Detection based on Connectivity Features—0
Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features—0
EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoisingCode1
CogniFNN: A Fuzzy Neural Network Framework for Cognitive Word Embedding Evaluation—0
An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEGCode1
EEG Channel Interpolation Using Deep Encoder-decoder NetwoksCode1
A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition—0
Analysis of artifacts in EEG signals for building BCIs—0
Deep learning denoising for EOG artifacts removal from EEG signals—0
TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings—0
Convolutional Neural Networks for Automatic Detection of Artifacts from Independent Components Represented in Scalp Topographies of EEG Signals—0
Automatic detection of microsleep episodes with deep learningCode1
RAMSES: A full-stack application for detecting seizures and reducing data during continuous EEG monitoring—0
Transfer entropy applied on EEG in depression reveals aberrated dynamics—0
ROS-Neuro Integration of Deep Convolutional Autoencoders for EEG Signal Compression in Real-time BCIs—0
Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional Neural Network—0
Classification of Imagined Speech Using Siamese Neural Network—0
Anticipated synchronization in human EEG data: unidirectional causality with negative phase-lag—0
A Computationally Efficient Multiclass Time-Frequency Common Spatial Pattern Analysis on EEG Motor Imagery—0
A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis—0
Using Deep Networks for Scientific Discovery in Physiological SignalsCode1
Spectral independent component analysis with noise modeling for M/EEG source separation—0
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean SpaceCode1
Understanding Brain Dynamics for Color Perception using Wearable EEG headband—0
Revisiting the Application of Feature Selection Methods to Speech Imagery BCI Datasets—0
Speech Recognition using EEG signals recorded using dry electrodes—0
Single-channel EEG features during n-back task correlate with working memory load—0
EEG-based Auditory Attention Decoding: Towards Neuro-Steered Hearing Devices—0
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networksCode0
Hybrid Template Canonical Correlation Analysis Method for Enhancing SSVEP Recognition under data-limited Condition—0
Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals—0
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