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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 13 of 25: papers 1,201 to 1,300 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.

• Phase Synchrony Component Self-Organization in Brain Computer Interface
  21 Sep 2023 0 repositories listed
• A Multi Constrained Transformer-BiLSTM Guided Network for Automated Sleep Stage Classification from Single-Channel EEG
  19 Sep 2023 0 repositories listed
• Epileptic seizure forecasting with long short-term memory (LSTM) neural networks
  18 Sep 2023 0 repositories listed
• Markov Chain-Guided Graph Construction and Sampling Depth Optimization for EEG-Based Mental Disorder Detection
  18 Sep 2023 0 repositories listed
• Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer
  15 Sep 2023 0 repositories listed
• A standardised open science framework for sharing and re-analysing neural data acquired to continuous stimuli
  14 Sep 2023 0 repositories listed
• Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023
  14 Sep 2023 0 repositories listed
• Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology
  14 Sep 2023 0 repositories listed
• Diminished circadian and ultradian rhythms of human brain activity in pathological tissue in vivo
  13 Sep 2023 0 repositories listed
• Sleep Stage Classification Using a Pre-trained Deep Learning Model
  12 Sep 2023 0 repositories listed
• Systematic Review of Experimental Paradigms and Deep Neural Networks for Electroencephalography-Based Cognitive Workload Detection
  11 Sep 2023 0 repositories listed
• Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability
  10 Sep 2023 0 repositories listed
• Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification
  8 Sep 2023 0 repositories listed
• DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection
  7 Sep 2023 0 repositories listed
• Early warning indicators via latent stochastic dynamical systems
  7 Sep 2023 0 repositories listed
• Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach
  6 Sep 2023 0 repositories listed
• Can humans help BERT gain "confidence"?
  31 Aug 2023 0 repositories listed
• EEG-Derived Voice Signature for Attended Speaker Detection
  28 Aug 2023 0 repositories listed
• Entropy-based machine learning model for diagnosis and monitoring of Parkinson's Disease in smart IoT environment
  28 Aug 2023 0 repositories listed
• EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems
  28 Aug 2023 0 repositories listed
• A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training
  25 Aug 2023 0 repositories listed
• EOG Artifact Removal from Single and Multi-channel EEG Recordings through the combination of Long Short-Term Memory Networks and Independent Component Analysis
  25 Aug 2023 0 repositories listed
• Functional Graph Contrastive Learning of Hyperscanning EEG Reveals Emotional Contagion Evoked by Stereotype-Based Stressors
  22 Aug 2023 0 repositories listed
• Pseudo-online framework for BCI evaluation: A MOABB perspective
  21 Aug 2023 0 repositories listed
• Large Transformers are Better EEG Learners
  20 Aug 2023 0 repositories listed
• Distributionally Robust Cross Subject EEG Decoding
  19 Aug 2023 0 repositories listed
• Path Signatures for Seizure Forecasting
  18 Aug 2023 0 repositories listed
• A distributed neural network architecture for dynamic sensor selection with application to bandwidth-constrained body-sensor networks
  16 Aug 2023 0 repositories listed
• Advancing Brain-Computer Interface System Performance in Hand Trajectory Estimation with NeuroKinect
  16 Aug 2023 0 repositories listed
• Memories in the Making: Predicting Video Memorability with Encoding Phase EEG
  16 Aug 2023 0 repositories listed
• A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals
  14 Aug 2023 0 repositories listed
• Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
  13 Aug 2023 0 repositories listed
• Human Behavior-based Personalized Meal Recommendation and Menu Planning Social System
  12 Aug 2023 0 repositories listed
• An Interpretable and Attention-based Method for Gaze Estimation Using Electroencephalography
  9 Aug 2023 0 repositories listed
• EEG-based Emotion Style Transfer Network for Cross-dataset Emotion Recognition
  9 Aug 2023 0 repositories listed
• Deep Learning Architecture for Motor Imaged Words
  8 Aug 2023 0 repositories listed
• Evaluation of Parkinsons disease with early diagnosis using single-channel EEG features and auditory cognitive assessment
  7 Aug 2023 0 repositories listed
• Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-Processing Techniques and Machine Learning Models
  6 Aug 2023 0 repositories listed
• EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning
  1 Aug 2023 0 repositories listed
• The role of vowel and consonant onsets in neural tracking of natural speech
  31 Jul 2023 0 repositories listed
• Feature Reweighting for EEG-based Motor Imagery Classification
  29 Jul 2023 0 repositories listed
• Evaluating the structure of cognitive tasks with transfer learning
  28 Jul 2023 0 repositories listed
• Quantifying interictal intracranial EEG to predict focal epilepsy
  27 Jul 2023 0 repositories listed
• Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals
  27 Jul 2023 0 repositories listed
• NeuroHeed: Neuro-Steered Speaker Extraction using EEG Signals
  26 Jul 2023 0 repositories listed
• Neural Memory Decoding with EEG Data and Representation Learning
  25 Jul 2023 0 repositories listed
• End-to-End Deep Transfer Learning for Calibration-free Motor Imagery Brain Computer Interfaces
  24 Jul 2023 0 repositories listed
• Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models
  23 Jul 2023 0 repositories listed
• Sparse electrophysiological source imaging predicts aging-related gait speed slowing
  20 Jul 2023 0 repositories listed
• Unveiling Emotions from EEG: A GRU-Based Approach
  20 Jul 2023 0 repositories listed
• Perturbing a Neural Network to Infer Effective Connectivity: Evidence from Synthetic EEG Data
  19 Jul 2023 0 repositories listed
• How time window influences biometrics performance: an EEG-based fingerprints connectivity study
  17 Jul 2023 0 repositories listed
• Noise removal methods on ambulatory EEG: A Survey
  17 Jul 2023 0 repositories listed
• Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection
  13 Jul 2023 0 repositories listed
• Deep Generative Models for Physiological Signals: A Systematic Literature Review
  12 Jul 2023 0 repositories listed
• Emotion recognition based on multi-modal electrophysiology multi-head attention Contrastive Learning
  12 Jul 2023 0 repositories listed
• SSVEP-Based BCI Wheelchair Control System
  12 Jul 2023 0 repositories listed
• Emotion Analysis on EEG Signal Using Machine Learning and Neural Network
  9 Jul 2023 0 repositories listed
• A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition
  6 Jul 2023 0 repositories listed
• Trends in Machine Learning and Electroencephalogram (EEG): A Review for Undergraduate Researchers
  6 Jul 2023 0 repositories listed
• UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language
  6 Jul 2023 0 repositories listed
• K-complex Detection Using Fourier Spectrum Analysis In EEG
  4 Jul 2023 0 repositories listed
• Sensors and Systems for Monitoring Mental Fatigue: A systematic review
  4 Jul 2023 0 repositories listed
• SleepEGAN: A GAN-enhanced Ensemble Deep Learning Model for Imbalanced Classification of Sleep Stages
  4 Jul 2023 0 repositories listed
• Classification of sleep stages from EEG, EOG and EMG signals by SSNet
  3 Jul 2023 0 repositories listed
• Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling
  2 Jul 2023 0 repositories listed
• Decoding Taste Information in Human Brain: A Temporal and Spatial Reconstruction Data Augmentation Method Coupled with Taste EEG
  1 Jul 2023 0 repositories listed
• Ongoing EEG artifact correction using blind source separation
  29 Jun 2023 0 repositories listed
• Modified Feature Selection for Improved Classification of Resting-State Raw EEG Signals in Chronic Knee Pain
  27 Jun 2023 0 repositories listed
• Sparse wavelet-based solutions for the M/EEG inverse problem
  27 Jun 2023 0 repositories listed
• TACOformer:Token-channel compounded Cross Attention for Multimodal Emotion Recognition
  23 Jun 2023 0 repositories listed
• Reporting existing datasets for automatic epilepsy diagnosis and seizure detection
  21 Jun 2023 0 repositories listed
• Two Models of Mind Blanking
  21 Jun 2023 0 repositories listed
• EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks
  20 Jun 2023 0 repositories listed
• Performance of data-driven inner speech decoding with same-task EEG-fMRI data fusion and bimodal models
  19 Jun 2023 0 repositories listed
• BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning
  15 Jun 2023 0 repositories listed
• How are the people in the photos judged? Analysis of brain activity when assessing levels of trust and attractiveness
  15 Jun 2023 0 repositories listed
• MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals
  15 Jun 2023 0 repositories listed
• Data Augmentation for Seizure Prediction with Generative Diffusion Model
  14 Jun 2023 0 repositories listed
• Emotion Detection from EEG using Transfer Learning
  9 Jun 2023 0 repositories listed
• Merging Deep Learning with Expert Knowledge for Seizure Onset Zone localization from rs-fMRI in Pediatric Pharmaco Resistant Epilepsy
  8 Jun 2023 0 repositories listed
• Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review Paper
  5 Jun 2023 0 repositories listed
• MindBigData 2023 MNIST-8B The 8 billion datapoints Multimodal Dataset of Brain Signals
  1 Jun 2023 0 repositories listed
• Multi-Modal Wireless Flexible Gel-Free Sensors with Edge Deep Learning for Detecting and Alerting Freezing of Gait in Parkinson's Patients
  28 May 2023 0 repositories listed
• Inter Subject Emotion Recognition Using Spatio-Temporal Features From EEG Signal
  27 May 2023 0 repositories listed
• Eeg2vec: Self-Supervised Electroencephalographic Representation Learning
  23 May 2023 0 repositories listed
• The neural dynamics of auditory word recognition and integration
  22 May 2023 0 repositories listed
• A Survey on the Role of Artificial Intelligence in the Prediction and Diagnosis of Schizophrenia
  19 May 2023 0 repositories listed
• EEG and EMG dataset for the detection of errors introduced by an active orthosis device
  19 May 2023 0 repositories listed
• Biomembrane-based Memcapacitive Reservoir Computing System for Energy Efficient Temporal Data Processing
  19 May 2023 0 repositories listed
• Temporal Aware Mixed Attention-based Convolution and Transformer Network (MACTN) for EEG Emotion Recognition
  18 May 2023 0 repositories listed
• EENED: End-to-End Neural Epilepsy Detection based on Convolutional Transformer
  17 May 2023 0 repositories listed
• Sequential Best-Arm Identification with Application to Brain-Computer Interface
  17 May 2023 0 repositories listed
• EEG-based Sleep Staging with Hybrid Attention
  16 May 2023 0 repositories listed
• Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario
  14 May 2023 0 repositories listed
• A Lightweight Domain Adversarial Neural Network Based on Knowledge Distillation for EEG-based Cross-subject Emotion Recognition
  12 May 2023 0 repositories listed
• CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition
  7 May 2023 0 repositories listed
• Lightweight Convolution Transformer for Cross-patient Seizure Detection in Multi-channel EEG Signals
  7 May 2023 0 repositories listed
• Assessing Rate limits Using Behavioral and Neural Responses of Interaural-Time-Difference Cues in Fine-Structure and Envelope
  5 May 2023 0 repositories listed
• Forged Channel: A Breakthrough Approach for Accurate Parkinson's Disease Classification using Leave-One-Subject-Out Cross-Validation
  3 May 2023 0 repositories listed