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Electroencephalogram (EEG)

Papers archive 2025-07-28

archive papers tagged: 1,655 · with a code link: 378 · where Syntology ran a sample: 36 (27 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (36 of 1,655 tagged: 27 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)

Page 11 of 17: papers 1,001 to 1,100 of 1,655, 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.

• Probabilistic Learning Vector Quantization on Manifold of Symmetric Positive Definite Matrices
  1 Feb 2021 0 repositories listed
• Study on Compressed Sensing of Action Potential
  30 Jan 2021 0 repositories listed
• Mining the Mind: Linear Discriminant Analysis of MEG source reconstruction time series supports dynamic changes in deep brain regions during meditation sessions
  29 Jan 2021 0 repositories listed
• Efficient Video Summarization Framework using EEG and Eye-tracking Signals
  27 Jan 2021 0 repositories listed
• A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram
  23 Jan 2021 0 repositories listed
• Analysis of Relation between Motor Activity and Imaginary EEG Records
  21 Jan 2021 0 repositories listed
• Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis
  21 Jan 2021 0 repositories listed
• Online LDA based brain-computer interface system to aid disabled people
  21 Jan 2021 0 repositories listed
• Sinc-based convolutional neural networks for EEG-BCI-based motor imagery classification
  19 Jan 2021 0 repositories listed
• Emotional EEG Classification using Connectivity Features and Convolutional Neural Networks
  18 Jan 2021 0 repositories listed
• HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction
  18 Jan 2021 0 repositories listed
• Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions
  18 Jan 2021 0 repositories listed
• 4D Attention-based Neural Network for EEG Emotion Recognition
  14 Jan 2021 0 repositories listed
• Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information
  12 Jan 2021 0 repositories listed
• Real or Virtual? Using Brain Activity Patterns to differentiate Attended Targets during Augmented Reality Scenarios
  12 Jan 2021 0 repositories listed
• MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging
  7 Jan 2021 0 repositories listed
• Assessment of Subjective Creativity Skill Using EEG Induced Capsule Network
  5 Jan 2021 0 repositories listed
• Conex-Connect: Learning Patterns in Extremal Brain Connectivity From Multi-Channel EEG Data
  3 Jan 2021 0 repositories listed
• Linking Attention-Based Multiscale CNN With Dynamical GCN for Driving Fatigue Detection
  26 Dec 2020 0 repositories listed
• Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals
  22 Dec 2020 0 repositories listed
• Improving J-divergence of brain connectivity states by graph Laplacian denoising
  21 Dec 2020 0 repositories listed
• Resting-state EEG sex classification using selected brain connectivity representation
  21 Dec 2020 0 repositories listed
• Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree
  18 Dec 2020 0 repositories listed
• Fluctuations in EEG band power at subject-specific timescales over minutes to days explain changes in seizure evolutions
  13 Dec 2020 0 repositories listed
• Improving EEG Decoding via Clustering-based Multi-task Feature Learning
  12 Dec 2020 0 repositories listed
• 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
• 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
• Accurate and efficient Simulation of very high-dimensional Neural Mass Models with distributed-delay Connectome Tensors
  16 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