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EEG

Papers archive 2025-07-28

archive papers tagged: 2,431 · with a code link: 585 · where Syntology ran a sample: 64 (49 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (64 of 2,431 tagged: 49 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)

Page 19 of 25: papers 1,801 to 1,900 of 2,431, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG
  12 Dec 2020 0 repositories listed
• Quantifying Synchronization in a Biologically Inspired Neural Network
  11 Dec 2020 0 repositories listed
• Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG
  10 Dec 2020 0 repositories listed
• Predicting the Transition from Short-term to Long-term Memory based on Deep Neural Network
  7 Dec 2020 0 repositories listed
• Cross-Correlation Based Discriminant Criterion for Channel Selection in Motor Imagery BCI Systems
  3 Dec 2020 0 repositories listed
• Comparison of Attention-based Deep Learning Models for EEG Classification
  2 Dec 2020 0 repositories listed
• A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction
  1 Dec 2020 0 repositories listed
• Edge Deep Learning for Neural Implants
  1 Dec 2020 0 repositories listed
• Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso
  1 Dec 2020 0 repositories listed
• Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals
  30 Nov 2020 0 repositories listed
• Deep Learning in EEG: Advance of the Last Ten-Year Critical Period
  22 Nov 2020 0 repositories listed
• Patient-independent Epileptic Seizure Prediction using Deep Learning Models
  18 Nov 2020 0 repositories listed
• Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording
  14 Nov 2020 0 repositories listed
• Deep learning-based classification of fine hand movements from low frequency EEG
  13 Nov 2020 0 repositories listed
• REPAC: Reliable estimation of phase-amplitude coupling in brain networks
  13 Nov 2020 0 repositories listed
• Overlapping neural representations for the position of visible and imagined objects
  11 Nov 2020 0 repositories listed
• Correlation based Multi-phasal models for improved imagined speech EEG recognition
  4 Nov 2020 0 repositories listed
• Review of Neural Networks in the EEG Signal Recognition
  3 Nov 2020 0 repositories listed
• BCGGAN: Ballistocardiogram artifact removal in simultaneous EEG-fMRI using generative adversarial network
  3 Nov 2020 0 repositories listed
• The electronic board to replace the reference voltage on the earlobe for EEG measurement
  3 Nov 2020 0 repositories listed
• EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks
  30 Oct 2020 0 repositories listed
• Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition
  30 Oct 2020 0 repositories listed
• Representation learning for improved interpretability and classification accuracy of clinical factors from EEG
  28 Oct 2020 0 repositories listed
• Hybrid Backpropagation Parallel Reservoir Networks
  27 Oct 2020 0 repositories listed
• BCI learning induces core-periphery reorganization in M/EEG multiplex brain networks
  26 Oct 2020 0 repositories listed
• Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks
  26 Oct 2020 0 repositories listed
• A Hierarchical Graph Signal Processing Approach to Inference from Spatiotemporal Signals
  25 Oct 2020 0 repositories listed
• Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network
  24 Oct 2020 0 repositories listed
• A novel convolutional neural network model to remove muscle artifacts from EEG
  22 Oct 2020 0 repositories listed
• Effects of simultaneous real-time fMRI and EEG neurofeedback in major depressive disorder evaluated with brain electromagnetic tomography
  21 Oct 2020 0 repositories listed
• Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering
  21 Oct 2020 0 repositories listed
• Continuous monitoring of cognitive load using advanced computerized analysis of brain signals during virtual simulator training for laparoscopic surgery, reflects laparoscopic dexterity. A comparative study using a novel wireless device
  19 Oct 2020 0 repositories listed
• Learning Patterns in Imaginary Vowels for an Intelligent Brain Computer Interface (BCI) Design
  17 Oct 2020 0 repositories listed
• Monitoring Trust in Human-Machine Interactions for Public Sector Applications
  16 Oct 2020 0 repositories listed
• Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface
  13 Oct 2020 0 repositories listed
• Performance of Dual-Augmented Lagrangian Method and Common Spatial Patterns applied in classification of Motor-Imagery BCI
  13 Oct 2020 0 repositories listed
• Interoception Underlies The Therapeutic Effects of Mindfulness Meditation for Post-Traumatic Stress Disorder: A Randomized Clinical Trial
  12 Oct 2020 0 repositories listed
• The "Sound of Silence" in EEG -- Cognitive voice activity detection
  12 Oct 2020 0 repositories listed
• Application of Topological Data Analysis to Delirium Detection
  10 Oct 2020 0 repositories listed
• Downsampling and geometric feature methods for EEG classification tasks with CNNs
  10 Oct 2020 0 repositories listed
• Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification
  8 Oct 2020 0 repositories listed
• Interpreting Imagined Speech Waves with Machine Learning techniques
  7 Oct 2020 0 repositories listed
• Latent neural source recovery via transcoding of simultaneous EEG-fMRI
  5 Oct 2020 0 repositories listed
• Classifying Songs with EEG
  1 Oct 2020 0 repositories listed
• EEG to fMRI Synthesis: Is Deep Learning a candidate?
  29 Sep 2020 0 repositories listed
• Reduced neural activity during volatile anesthesia compared to TIVA: evidence from a novel EEG signal processing analysis
  29 Sep 2020 0 repositories listed
• Deep learning analysis of intracranial EEG for recognizing drug effects and mechanisms of action
  28 Sep 2020 0 repositories listed
• Multi-center validation study of automated classification of pathological slowing in adult scalp electroencephalograms via frequency features
  28 Sep 2020 0 repositories listed
• EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review
  28 Sep 2020 0 repositories listed
• An Explainable Model for EEG Seizure Detection based on Connectivity Features
  26 Sep 2020 0 repositories listed
• Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features
  26 Sep 2020 0 repositories listed
• CogniFNN: A Fuzzy Neural Network Framework for Cognitive Word Embedding Evaluation
  24 Sep 2020 0 repositories listed
• A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition
  21 Sep 2020 0 repositories listed
• Analysis of artifacts in EEG signals for building BCIs
  18 Sep 2020 0 repositories listed
• Deep learning denoising for EOG artifacts removal from EEG signals
  12 Sep 2020 0 repositories listed
• TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings
  10 Sep 2020 0 repositories listed
• Convolutional Neural Networks for Automatic Detection of Artifacts from Independent Components Represented in Scalp Topographies of EEG Signals
  8 Sep 2020 0 repositories listed
• RAMSES: A full-stack application for detecting seizures and reducing data during continuous EEG monitoring
  3 Sep 2020 0 repositories listed
• ROS-Neuro Integration of Deep Convolutional Autoencoders for EEG Signal Compression in Real-time BCIs
  31 Aug 2020 0 repositories listed
• Transfer entropy applied on EEG in depression reveals aberrated dynamics
  31 Aug 2020 0 repositories listed
• Classification of Imagined Speech Using Siamese Neural Network
  28 Aug 2020 0 repositories listed
• Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional Neural Network
  28 Aug 2020 0 repositories listed
• A Computationally Efficient Multiclass Time-Frequency Common Spatial Pattern Analysis on EEG Motor Imagery
  25 Aug 2020 0 repositories listed
• A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis
  25 Aug 2020 0 repositories listed
• Anticipated synchronization in human EEG data: unidirectional causality with negative phase-lag
  25 Aug 2020 0 repositories listed
• Spectral independent component analysis with noise modeling for M/EEG source separation
  21 Aug 2020 0 repositories listed
• Revisiting the Application of Feature Selection Methods to Speech Imagery BCI Datasets
  17 Aug 2020 0 repositories listed
• Understanding Brain Dynamics for Color Perception using Wearable EEG headband
  17 Aug 2020 0 repositories listed
• Speech Recognition using EEG signals recorded using dry electrodes
  13 Aug 2020 0 repositories listed
• EEG-based Auditory Attention Decoding: Towards Neuro-Steered Hearing Devices
  11 Aug 2020 0 repositories listed
• Single-channel EEG features during n-back task correlate with working memory load
  11 Aug 2020 0 repositories listed
• Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals
  7 Aug 2020 0 repositories listed
• Hybrid Template Canonical Correlation Analysis Method for Enhancing SSVEP Recognition under data-limited Condition
  7 Aug 2020 0 repositories listed
• Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis
  6 Aug 2020 0 repositories listed
• Evidence of Task-Independent Person-Specific Signatures in EEG using Subspace Techniques
  27 Jul 2020 0 repositories listed
• Preliminary Assessment of hands motor imagery in theta- and beta-bands for Brain-Machine-Interfaces using functional connectivity analysis
  25 Jul 2020 0 repositories listed
• Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning
  24 Jul 2020 0 repositories listed
• Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture
  22 Jul 2020 0 repositories listed
• Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learning
  21 Jul 2020 0 repositories listed
• Improving P300 Speller performance by means of optimization and machine learning
  13 Jul 2020 0 repositories listed
• On the variability of functional connectivity and network measures in source-reconstructed EEG time-series
  10 Jul 2020 0 repositories listed
• Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 2
  7 Jul 2020 0 repositories listed
• Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 1
  6 Jul 2020 0 repositories listed
• Epileptic Seizures Detection Using Deep Learning Techniques: A Review
  2 Jul 2020 0 repositories listed
• Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures
  2 Jul 2020 0 repositories listed
• A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs
  1 Jul 2020 0 repositories listed
• Accelerating Reinforcement Learning Agent with EEG-based Implicit Human Feedback
  30 Jun 2020 0 repositories listed
• Computing extracellular electric potentials from neuronal simulations
  30 Jun 2020 0 repositories listed
• Emotion self-regulation training in major depressive disorder using simultaneous real-time fMRI and EEG neurofeedback
  29 Jun 2020 0 repositories listed
• Application of statistical analysis to working memory problem
  28 Jun 2020 0 repositories listed
• An Evoked Potential-Guided Deep Learning Brain Representation For Visual Classification
  27 Jun 2020 0 repositories listed
• Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data
  17 Jun 2020 0 repositories listed
• Staging Epileptogenesis with Deep Neural Networks
  17 Jun 2020 0 repositories listed
• Classification and Recognition of Encrypted EEG Data Neural Network
  15 Jun 2020 0 repositories listed
• Neural mass modeling of slow-fast dynamics of seizure initiation and abortion
  15 Jun 2020 0 repositories listed
• ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification
  14 Jun 2020 0 repositories listed
• Importance Weighting with a Adversarial Network for Large-Scale Sleep Staging
  12 Jun 2020 0 repositories listed
• The eyes know it: FakeET -- An Eye-tracking Database to Understand Deepfake Perception
  12 Jun 2020 0 repositories listed
• Towards Early Diagnosis of Epilepsy from EEG Data
  11 Jun 2020 0 repositories listed
• Human brain activity for machine attention
  9 Jun 2020 0 repositories listed