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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 4 of 17: papers 301 to 400 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.

• K-EmoCon, a multimodal sensor dataset for continuous emotion recognition in naturalistic conversations
  8 May 2020 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data
  29 Apr 2020 1 repository listed
• Federated Transfer Learning for EEG Signal Classification
  26 Apr 2020 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain--Machine Interfaces
  24 Apr 2020 1 repository listed
• TSception: A Deep Learning Framework for Emotion Detection Using EEG
  2 Apr 2020 1 repository listed
• Machine-Learning-Based Diagnostics of EEG Pathology
  11 Feb 2020 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Classification of High-Dimensional Motor Imagery Tasks based on An End-to-end role assigned convolutional neural network
  1 Feb 2020 1 repository listed
• The Sylvester Graphical Lasso (SyGlasso)
  1 Feb 2020 1 repository listed
• Tiny noise, big mistakes: Adversarial perturbations induce errors in Brain-Computer Interface spellers
  30 Jan 2020 1 repository listed
• REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild
  29 Jan 2020 1 repository listed
• Multi-Modal Neuroimaging Analysis and Visualization Tool (MMVT)
  20 Dec 2019 1 repository listed
• Automated Pipeline for EEG Artifact Reduction (APPEAR) Recorded during fMRI
  11 Dec 2019 1 repository listed
• Hybrid multi-objective evolutionary algorithm based on Search Manager framework for big data optimization problems
  5 Dec 2019 1 repository listed
• Extreme Learning Machine design for dealing with unrepresentative features
  4 Dec 2019 1 repository listed
• Universal Adversarial Perturbations for CNN Classifiers in EEG-Based BCIs
  3 Dec 2019 1 repository listed
• A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI
  1 Dec 2019 1 repository listed
• Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events
  11 Nov 2019 1 repository listed
• On the effects of pseudorandom and quantum-random number generators in soft computing
  28 Oct 2019 1 repository listed
• Screening for REM Sleep Behaviour Disorder with Minimal Sensors
  24 Oct 2019 1 repository listed
• Direct Estimation of Differential Functional Graphical Models
  22 Oct 2019 1 repository listed
• Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening
  22 Oct 2019 1 repository listed
• Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI
  17 Oct 2019 1 repository listed
• Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces
  14 Oct 2019 1 repository listed
• Mental Task Classification Using Electroencephalogram Signal
  2 Oct 2019 1 repository listed
• Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks
  25 Sep 2019 1 repository listed
• CogniVal: A Framework for Cognitive Word Embedding Evaluation
  19 Sep 2019 1 repository listed
• Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection
  18 Sep 2019 1 repository listed
• Improved robust weighted averaging for event-related potentials in EEG
  18 Sep 2019 1 repository listed
• A few filters are enough: Convolutional Neural Network for P300 Detection
  16 Sep 2019 1 repository listed
• HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography
  11 Sep 2019 1 repository listed
• Synthetic Epileptic Brain Activities Using Generative Adversarial Networks
  22 Jul 2019 1 repository listed
• Predicting epileptic seizures using nonnegative matrix factorization
  25 Jun 2019 1 repository listed
• Decoding P300 Variability using Convolutional Neural Networks
  14 Jun 2019 1 repository listed
• On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations
  5 Jun 2019 1 repository listed
• Manifold-regression to predict from MEG/EEG brain signals without source modeling
  4 Jun 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• EEG-based Emotional Video Classification via Learning Connectivity Structure
  28 May 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets
  23 Apr 2019 1 repository listed
• Signal2Image Modules in Deep Neural Networks for EEG Classification
  18 Apr 2019 1 repository listed
• Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark
  4 Feb 2019 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
• Recurrent Neural Networks for P300-based BCI
  30 Jan 2019 1 repository listed
• ICLabel: An automated electroencephalographic independent component classifier, dataset, and website
  22 Jan 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Automated Brain Disorders Diagnosis Through Deep Neural Networks
  11 Jan 2019 1 repository listed
• Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces
  13 Dec 2018 1 repository listed
• DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal
  7 Dec 2018 1 repository listed
• Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis
  12 Nov 2018 1 repository listed
• Cogni-Net: Cognitive Feature Learning through Deep Visual Perception
  1 Nov 2018 1 repository listed
• CARE-rCortex: a Matlab toolbox for the analysis of CArdio-REspiratory-related activity in the Cortex
  12 Oct 2018 1 repository listed
• Localization of Brain Activity from EEG/MEG Using MV-PURE Framework
  11 Sep 2018 1 repository listed
• Intracerebral EEG Artifact Identification Using Convolutional Neural Networks
  13 Aug 2018 1 repository listed
• Active Learning for Regression Using Greedy Sampling
  8 Aug 2018 1 repository listed
• Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach
  8 Aug 2018 1 repository listed
• A deep learning architecture to detect events in EEG signals during sleep
  11 Jul 2018 1 repository listed
• Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals
  24 May 2018 1 repository listed
• Feature Weighting and Regularization of Common Spatial Patterns in EEG-Based Motor Imagery BCI
  5 Apr 2018 1 repository listed
• Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA
  27 Mar 2018 1 repository listed
• Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications
  20 Mar 2018 1 repository listed
• Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs
  10 Mar 2018 1 repository listed
• An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach
  16 Jan 2018 1 repository listed
• Context tree selection for functional data
  11 Jan 2018 1 repository listed
• Report: Dynamic Eye Movement Matching and Visualization Tool in Neuro Gesture
  27 Dec 2017 1 repository listed
• Multichannel sleep spindle detection using sparse low-rank optimization
  15 Aug 2017 1 repository listed
• Applying advanced machine learning models to classify electro-physiological activity of human brain for use in biometric identification
  3 Aug 2017 1 repository listed
• Multiscale Granger causality analysis by à trous wavelet transform
  12 Jul 2017 1 repository listed
• A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series
  5 Jul 2017 1 repository listed
• Generalized Concomitant Multi-Task Lasso for sparse multimodal regression
  27 May 2017 1 repository listed
• Meet Spinky: An Open-Source Spindle and K-Complex Detection Toolbox Validated on the Open-Access Montreal Archive of Sleep Studies (MASS).
  2 Mar 2017 1 repository listed
• A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings
  27 Feb 2017 1 repository listed
• Inherent fuzzy entropy for the improvement of EEG complexity evaluation
  13 Feb 2017 1 repository listed
• Boosting Factor-Specific Functional Historical Models for the Detection of Synchronisation in Bioelectrical Signals
  20 Sep 2016 1 repository listed
• Learning Robust Features using Deep Learning for Automatic Seizure Detection
  31 Jul 2016 1 repository listed
• From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification
  3 Apr 2016 1 repository listed
• Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data
  4 Jan 2016 1 repository listed
• MERLiN: Mixture Effect Recovery in Linear Networks
  3 Dec 2015 1 repository listed
• Deep Feature Learning for EEG Recordings
  13 Nov 2015 1 repository listed
• Imagined speech classification using EEG
  1 Dec 2014 1 repository listed
• Subspace metrics for multivariate dictionaries and application to EEG
  14 Jul 2014 1 repository listed
• Sparse and Functional Principal Components Analysis
  11 Sep 2013 1 repository listed
• Metrics for Multivariate Dictionaries
  18 Feb 2013 1 repository listed
• AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding
  16 Jul 2025 0 repositories listed
• EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding
  23 Jun 2025 0 repositories listed
• Brain2Vec: A Deep Learning Framework for EEG-Based Stress Detection Using CNN-LSTM-Attention
  12 Jun 2025 0 repositories listed
• Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification
  31 May 2025 0 repositories listed
• Advancing Brainwave Modeling with a Codebook-Based Foundation Model
  22 May 2025 0 repositories listed
• EEG-Based Inter-Patient Epileptic Seizure Detection Combining Domain Adversarial Training with CNN-BiLSTM Network
  21 May 2025 0 repositories listed
• Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning
  13 May 2025 0 repositories listed
• Pretraining Large Brain Language Model for Active BCI: Silent Speech
  29 Apr 2025 0 repositories listed
• A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives
  24 Apr 2025 0 repositories listed
• Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving
  14 Apr 2025 0 repositories listed
• Artifact detection and localization in single-channel mobile EEG for sleep research using deep learning and attention mechanisms
  11 Apr 2025 0 repositories listed
• Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement
  7 Apr 2025 0 repositories listed
• Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals
  4 Apr 2025 0 repositories listed
• Chirp Localization via Fine-Tuned Transformer Model: A Proof-of-Concept Study
  24 Mar 2025 0 repositories listed
• Insights into Schizophrenia: Leveraging Machine Learning for Early Identification via EEG, ERP, and Demographic Attributes
  6 Mar 2025 0 repositories listed
• Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method
  4 Mar 2025 0 repositories listed
• Toward Scalable Access to Neurodevelopmental Screening: Insights, Implementation, and Challenges
  3 Mar 2025 0 repositories listed
• Music Therapy based Stress Prediction using Homological Feature Analysis on EEG Signals
  26 Feb 2025 0 repositories listed
• EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling
  25 Feb 2025 0 repositories listed
• M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards
  21 Feb 2025 0 repositories listed
• Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces
  13 Feb 2025 0 repositories listed
• Transfer Learning for Covert Speech Classification Using EEG Hilbert Envelope and Temporal Fine Structure
  6 Feb 2025 0 repositories listed

Syntology lines on 7 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.