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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 10 of 25: papers 901 to 1,000 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.

• Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications
  12 Sep 2024 0 repositories listed
• ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals
  11 Sep 2024 0 repositories listed
• Variability in Grasp Type Distinction for Myoelectric Prosthesis Control Using a Non-Invasive Brain-Machine Interface
  11 Sep 2024 0 repositories listed
• A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data
  9 Sep 2024 0 repositories listed
• BrainDecoder: Style-Based Visual Decoding of EEG Signals
  9 Sep 2024 0 repositories listed
• Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review
  9 Sep 2024 0 repositories listed
• Dual-TSST: A Dual-Branch Temporal-Spectral-Spatial Transformer Model for EEG Decoding
  5 Sep 2024 0 repositories listed
• Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG
  5 Sep 2024 0 repositories listed
• NeuroSpex: Neuro-Guided Speaker Extraction with Cross-Modal Attention
  4 Sep 2024 0 repositories listed
• A Novel Audio-Visual Information Fusion System for Mental Disorders Detection
  3 Sep 2024 0 repositories listed
• Anti-seizure medication load is not correlated with early termination of seizure spread
  3 Sep 2024 0 repositories listed
• Comparison of Epilepsy Induced by Ischemic Hypoxic Brain Injury and Hypoglycemic Brain Injury using Multilevel Fusion of Data Features
  3 Sep 2024 0 repositories listed
• EEG-Language Modeling for Pathology Detection
  2 Sep 2024 0 repositories listed Syntology 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) · 3 pointer-only (licence)
• Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging
  31 Aug 2024 0 repositories listed
• Passenger hazard perception based on EEG signals for highly automated driving vehicles
  29 Aug 2024 0 repositories listed
• BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding
  28 Aug 2024 0 repositories listed
• On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface
  25 Aug 2024 0 repositories listed
• Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis
  22 Aug 2024 0 repositories listed
• Recording Brain Activity While Listening to Music Using Wearable EEG Devices Combined with Bidirectional Long Short-Term Memory Networks
  22 Aug 2024 0 repositories listed
• AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout
  21 Aug 2024 0 repositories listed
• EEG-Defender: Defending against Jailbreak through Early Exit Generation of Large Language Models
  21 Aug 2024 0 repositories listed
• Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals
  20 Aug 2024 0 repositories listed
• Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks
  19 Aug 2024 0 repositories listed
• EEG Right & Left Voluntary Hand Movement-based Virtual Brain-Computer Interfacing Keyboard Using Hybrid Deep Learning Approach
  18 Aug 2024 0 repositories listed
• EEG-SCMM: Soft Contrastive Masked Modeling for Cross-Corpus EEG-Based Emotion Recognition
  17 Aug 2024 0 repositories listed
• A Single Channel-Based Neonatal Sleep-Wake Classification using Hjorth Parameters and Improved Gradient Boosting
  15 Aug 2024 0 repositories listed
• Classification of High-dimensional Time Series in Spectral Domain using Explainable Features
  15 Aug 2024 0 repositories listed
• Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain
  15 Aug 2024 0 repositories listed
• Visual Neural Decoding via Improved Visual-EEG Semantic Consistency
  13 Aug 2024 0 repositories listed
• A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective
  12 Aug 2024 0 repositories listed
• A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities
  10 Aug 2024 0 repositories listed
• A Deep Generative Model for Five-Class Sleep Staging with Arbitrary Sensor Input
  9 Aug 2024 0 repositories listed
• Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings
  8 Aug 2024 0 repositories listed
• Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation
  4 Aug 2024 0 repositories listed
• Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations
  1 Aug 2024 0 repositories listed
• Exploration of LLMs, EEG, and behavioral data to measure and support attention and sleep
  1 Aug 2024 0 repositories listed
• Recording First-person Experiences to Build a New Type of Foundation Model
  31 Jul 2024 0 repositories listed
• DeepSpeech models show Human-like Performance and Processing of Cochlear Implant Inputs
  30 Jul 2024 0 repositories listed
• DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis
  30 Jul 2024 0 repositories listed
• RRAM-Based Bio-Inspired Circuits for Mobile Epileptic Correlation Extraction and Seizure Prediction
  29 Jul 2024 0 repositories listed
• QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding
  27 Jul 2024 0 repositories listed
• EEG-SSM: Leveraging State-Space Model for Dementia Detection
  25 Jul 2024 0 repositories listed
• Explain EEG-based End-to-end Deep Learning Models in the Frequency Domain
  25 Jul 2024 0 repositories listed
• Wavelet-based Autoencoder and EfficientNet for Schizophrenia Detection from EEG Signals
  24 Jul 2024 0 repositories listed
• How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces ?
  23 Jul 2024 0 repositories listed
• The VEP Booster: A Closed-Loop AI System for Visual EEG Biomarker Auto-generation
  21 Jul 2024 0 repositories listed
• A Tale of Single-channel Electroencephalogram: Devices, Datasets, Signal Processing, Applications, and Future Directions
  20 Jul 2024 0 repositories listed
• EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification
  20 Jul 2024 0 repositories listed
• Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models
  20 Jul 2024 0 repositories listed
• Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction
  20 Jul 2024 0 repositories listed
• How Homogenizing the Channel-wise Magnitude Can Enhance EEG Classification Model?
  19 Jul 2024 0 repositories listed
• NeuroBind: Towards Unified Multimodal Representations for Neural Signals
  19 Jul 2024 0 repositories listed
• Riemannian Geometry-Based EEG Approaches: A Literature Review
  19 Jul 2024 0 repositories listed
• Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity
  18 Jul 2024 0 repositories listed
• CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation
  16 Jul 2024 0 repositories listed
• Teaching CORnet Human fMRI Representations for Enhanced Model-Brain Alignment
  15 Jul 2024 0 repositories listed
• PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition
  13 Jul 2024 0 repositories listed
• Transcranial low-level laser stimulation in near infrared-II region for brain safety and protection
  13 Jul 2024 0 repositories listed
• Jump Plus AM-FM Mode Decomposition
  10 Jul 2024 0 repositories listed
• Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data
  10 Jul 2024 0 repositories listed
• Geodesic Optimization for Predictive Shift Adaptation on EEG data
  4 Jul 2024 0 repositories listed
• Characterization of Alzheimer's disease using EEG as a potential early diagnostic tool
  3 Jul 2024 0 repositories listed
• MVGT: A Multi-view Graph Transformer Based on Spatial Relations for EEG Emotion Recognition
  3 Jul 2024 0 repositories listed
• Generative AI Enables EEG Super-Resolution via Spatio-Temporal Adaptive Diffusion Learning
  3 Jul 2024 0 repositories listed
• A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces
  2 Jul 2024 0 repositories listed
• A Novel Approach to Image EEG Sleep Data for Improving Quality of Life in Patients Suffering From Brain Injuries Using DreamDiffusion
  2 Jul 2024 0 repositories listed
• EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More
  2 Jul 2024 0 repositories listed
• SCDM: Unified Representation Learning for EEG-to-fNIRS Cross-Modal Generation in MI-BCIs
  1 Jul 2024 0 repositories listed
• Investigating the Timescales of Language Processing with EEG and Language Models
  28 Jun 2024 0 repositories listed
• BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring
  27 Jun 2024 0 repositories listed
• Online Learning of Multiple Tasks and Their Relationships : Testing on Spam Email Data and EEG Signals Recorded in Construction Fields
  26 Jun 2024 0 repositories listed
• SincVAE: a New Approach to Improve Anomaly Detection on EEG Data Using SincNet and Variational Autoencoder
  25 Jun 2024 0 repositories listed
• Stationary and Sparse Denoising Approach for Corticomuscular Causality Estimation
  24 Jun 2024 0 repositories listed
• Multimodal Physiological Signals Representation Learning via Multiscale Contrasting for Depression Recognition
  22 Jun 2024 0 repositories listed
• Brain states analysis of EEG predicts multiple sclerosis and mirrors disease duration and burden
  21 Jun 2024 0 repositories listed
• Community Detection from Multiple Observations: from Product Graph Model to Brain Applications
  21 Jun 2024 0 repositories listed
• Introducing the modularity graph: an application to brain functional networks
  21 Jun 2024 0 repositories listed
• You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation
  21 Jun 2024 0 repositories listed
• Energy-Efficient Seizure Detection Suitable for low-power Applications
  19 Jun 2024 0 repositories listed
• ESI-GAL: EEG Source Imaging-based Trajectory Estimation for Grasp and Lift Task
  17 Jun 2024 0 repositories listed
• Focused State Recognition Using EEG with Eye Movement-Assisted Annotation
  15 Jun 2024 0 repositories listed
• Hyperbolic embedding of brain networks as a tool for epileptic seizures forecasting
  14 Jun 2024 0 repositories listed
• CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition
  12 Jun 2024 0 repositories listed
• GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG
  12 Jun 2024 0 repositories listed
• Prediction of the Realisation of an Information Need: An EEG Study
  12 Jun 2024 0 repositories listed
• Multimodal Emotion Recognition based on Facial Expressions, Speech, and EEG
  11 Jun 2024 0 repositories listed
• Wearable Device-Based Real-Time Monitoring of Physiological Signals: Evaluating Cognitive Load Across Different Tasks
  11 Jun 2024 0 repositories listed
• Leveraging Hyperscanning EEG and VR Omnidirectional Treadmill to Explore Inter-Brain Synchrony in Collaborative Spatial Navigation
  10 Jun 2024 0 repositories listed
• GET: A Generative EEG Transformer for Continuous Context-Based Neural Signals
  5 Jun 2024 0 repositories listed
• Noisy Data Visualization using Functional Data Analysis
  5 Jun 2024 0 repositories listed
• Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks
  3 Jun 2024 0 repositories listed
• Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks
  3 Jun 2024 0 repositories listed
• Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition
  28 May 2024 0 repositories listed
• Beware of Overestimated Decoding Performance Arising from Temporal Autocorrelations in Electroencephalogram Signals
  27 May 2024 0 repositories listed
• Recurrent and Convolutional Neural Networks in Classification of EEG Signal for Guided Imagery and Mental Workload Detection
  27 May 2024 0 repositories listed
• Combining Euclidean Alignment and Data Augmentation for BCI decoding
  23 May 2024 0 repositories listed
• High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training
  22 May 2024 0 repositories listed
• Robust Hyperbolic Learning with Curvature-Aware Optimization
  22 May 2024 0 repositories listed
• Pseudo Channel: Time Embedding for Motor Imagery Decoding
  21 May 2024 0 repositories listed
• Study on spike-and-wave detection in epileptic signals using t-location-scale distribution and the K-nearest neighbors classifier
  21 May 2024 0 repositories listed

Syntology lines on 1 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.