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EEG

Electroencephalography epilepsy

Papers

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Showing 1751–1800 of 2431 papers

TitleStatusHype
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
EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review—0
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
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
CogniFNN: A Fuzzy Neural Network Framework for Cognitive Word Embedding Evaluation—0
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
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
Classification of Imagined Speech Using Siamese Neural Network—0
Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional 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
Spectral independent component analysis with noise modeling for M/EEG source separation—0
Revisiting the Application of Feature Selection Methods to Speech Imagery BCI Datasets—0
Understanding Brain Dynamics for Color Perception using Wearable EEG headband—0
Speech Recognition using EEG signals recorded using dry electrodes—0
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networksCode0
EEG-based Auditory Attention Decoding: Towards Neuro-Steered Hearing Devices—0
Single-channel EEG features during n-back task correlate with working memory load—0
Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals—0
Hybrid Template Canonical Correlation Analysis Method for Enhancing SSVEP Recognition under data-limited Condition—0
Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis—0
Evidence of Task-Independent Person-Specific Signatures in EEG using Subspace Techniques—0
Preliminary Assessment of hands motor imagery in theta- and beta-bands for Brain-Machine-Interfaces using functional connectivity analysis—0
Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning—0
Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture—0
Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learning—0
Improving P300 Speller performance by means of optimization and machine learning—0
On the variability of functional connectivity and network measures in source-reconstructed EEG time-series—0
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage ClassificationCode0
Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 2—0
Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 1—0
Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures—0
Epileptic Seizures Detection Using Deep Learning Techniques: A Review—0
A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs—0
Computing extracellular electric potentials from neuronal simulations—0
Accelerating Reinforcement Learning Agent with EEG-based Implicit Human Feedback—0
Emotion self-regulation training in major depressive disorder using simultaneous real-time fMRI and EEG neurofeedback—0
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