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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 12 of 25: papers 1,101 to 1,200 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.

• Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer
  21 Jan 2024 0 repositories listed
• A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals
  20 Jan 2024 0 repositories listed
• A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding
  19 Jan 2024 0 repositories listed
• EEG Based Generative Depression Discriminator
  19 Jan 2024 0 repositories listed
• Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework
  17 Jan 2024 0 repositories listed
• Functional Linear Non-Gaussian Acyclic Model for Causal Discovery
  17 Jan 2024 0 repositories listed
• Multifractal organization of EEG signals in Multiple Sclerosis
  16 Jan 2024 0 repositories listed
• Using i-vectors for subject-independent cross-session EEG transfer learning
  16 Jan 2024 0 repositories listed
• Analyzing Brain Activity During Learning Tasks with EEG and Machine Learning
  15 Jan 2024 0 repositories listed
• Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals
  14 Jan 2024 0 repositories listed
• Wireless Ear EEG to Monitor Drowsiness
  11 Jan 2024 0 repositories listed
• EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model
  11 Jan 2024 0 repositories listed
• TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window
  11 Jan 2024 0 repositories listed
• ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEG
  10 Jan 2024 0 repositories listed
• Comparison of linear and nonlinear methods for decoding selective attention to speech from ear-EEG recordings
  10 Jan 2024 0 repositories listed
• Multi-Dimensional Framework for EEG Signal Processing and Denoising Through Tensor-based Architecture
  10 Jan 2024 0 repositories listed
• Self-supervised Learning for Electroencephalogram: A Systematic Survey
  9 Jan 2024 0 repositories listed
• Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG
  7 Jan 2024 0 repositories listed
• Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns
  6 Jan 2024 0 repositories listed
• Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition
  4 Jan 2024 0 repositories listed
• An Unobtrusive and Lightweight Ear-worn System for Continuous Epileptic Seizure Detection
  1 Jan 2024 0 repositories listed
• A Novel method for Schizophrenia classification using nonlinear features and neural networks
  30 Dec 2023 0 repositories listed
• Multiagent Copilot Approach for Shared Autonomy between Human EEG and TD3 Deep Reinforcement Learning
  22 Dec 2023 0 repositories listed
• Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection
  21 Dec 2023 0 repositories listed
• 3D-CLMI: A Motor Imagery EEG Classification Model via Fusion of 3D-CNN and LSTM with Attention
  20 Dec 2023 0 repositories listed
• Real-Time Diagnostic Integrity Meets Efficiency: A Novel Platform-Agnostic Architecture for Physiological Signal Compression
  19 Dec 2023 0 repositories listed
• Cross-Subject Data Splitting for Brain-to-Text Decoding
  18 Dec 2023 0 repositories listed
• Study of cognitive component of auditory attention to natural speech events
  16 Dec 2023 0 repositories listed
• Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases
  15 Dec 2023 0 repositories listed
• Enhanced EEG-Based Mental State Classification : A novel approach to eliminate data leakage and improve training optimization for Machine Learning
  14 Dec 2023 0 repositories listed
• The Expert Knowledge combined with AI outperforms AI Alone in Seizure Onset Zone Localization using resting state fMRI
  14 Dec 2023 0 repositories listed
• NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection
  12 Dec 2023 0 repositories listed
• Stress Management Using Virtual Reality-Based Attention Training
  10 Dec 2023 0 repositories listed
• NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification
  9 Dec 2023 0 repositories listed
• ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution
  3 Dec 2023 0 repositories listed
• ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges
  3 Dec 2023 0 repositories listed
• EEG-Based Reaction Time Prediction with Fuzzy Common Spatial Patterns and Phase Cohesion using Deep Autoencoder Based Data Fusion
  1 Dec 2023 0 repositories listed
• Spectral Topological Data Analysis of Brain Signals
  1 Dec 2023 0 repositories listed
• Nigerian Schizophrenia EEG Dataset (NSzED) Towards Data-Driven Psychiatry in Africa
  30 Nov 2023 0 repositories listed
• InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity
  30 Nov 2023 0 repositories listed
• Latent Alignment with Deep Set EEG Decoders
  29 Nov 2023 0 repositories listed
• Optimal EEG Electrode Set for Emotion Recognition From Brain Signals: An Empirical Quest
  28 Nov 2023 0 repositories listed
• Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis
  27 Nov 2023 0 repositories listed
• Human-Machine Cooperative Multimodal Learning Method for Cross-subject Olfactory Preference Recognition
  24 Nov 2023 0 repositories listed
• Incomplete resection of the icEEG seizure onset zone is not associated with post-surgical outcomes
  24 Nov 2023 0 repositories listed
• HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms
  23 Nov 2023 0 repositories listed
• Information dynamics of in silico EEG Brain Waves: Insights into oscillations and functions
  23 Nov 2023 0 repositories listed
• Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement
  22 Nov 2023 0 repositories listed
• Visual tracking brain computer interface
  21 Nov 2023 0 repositories listed
• Combining EEG and NLP Features for Predicting Students' Lecture Comprehension using Ensemble Classification
  18 Nov 2023 0 repositories listed
• Impact of Nap on Performance in Different Working Memory Tasks Using EEG
  15 Nov 2023 0 repositories listed
• Neurophysiological Response Based on Auditory Sense for Brain Modulation Using Monaural Beat
  15 Nov 2023 0 repositories listed
• Physiological complexity of EEG as a proxy for dementia risk prediction: a review and preliminary cross-section analysis
  15 Nov 2023 0 repositories listed
• Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review
  15 Nov 2023 0 repositories listed
• Brain-Driven Representation Learning Based on Diffusion Model
  14 Nov 2023 0 repositories listed
• Enhanced Generative Adversarial Networks for Unseen Word Generation from EEG Signals
  14 Nov 2023 0 repositories listed
• Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography
  14 Nov 2023 0 repositories listed
• Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats
  14 Nov 2023 0 repositories listed
• Sample Dominance Aware Framework via Non-Parametric Estimation for Spontaneous Brain-Computer Interface
  13 Nov 2023 0 repositories listed
• Time Scale Network: A Shallow Neural Network For Time Series Data
  10 Nov 2023 0 repositories listed
• Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures
  8 Nov 2023 0 repositories listed
• Leveraging sinusoidal representation networks to predict fMRI signals from EEG
  6 Nov 2023 0 repositories listed
• Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia
  6 Nov 2023 0 repositories listed
• New Approach for an Affective Computing-Driven Quality of Experience (QoE) Prediction
  5 Nov 2023 0 repositories listed
• Enhancing Understanding of Driving Attributes through Quantitative Assessment of Driver Cognition
  3 Nov 2023 0 repositories listed
• NOIR: Neural Signal Operated Intelligent Robots for Everyday Activities
  2 Nov 2023 0 repositories listed
• Shorter duration of slow wave sleep is related to symptoms of depression in patients with epilepsy
  2 Nov 2023 0 repositories listed
• Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data
  31 Oct 2023 0 repositories listed
• Enhancing Motor Imagery Decoding in Brain Computer Interfaces using Riemann Tangent Space Mapping and Cross Frequency Coupling
  29 Oct 2023 0 repositories listed
• Improved Motor Imagery Classification Using Adaptive Spatial Filters Based on Particle Swarm Optimization Algorithm
  29 Oct 2023 0 repositories listed
• A Review on the Applications of Machine Learning for Tinnitus Diagnosis Using EEG Signals
  28 Oct 2023 0 repositories listed
• Enhancing Epileptic Seizure Detection with EEG Feature Embeddings
  28 Oct 2023 0 repositories listed
• A multi-artifact EEG denoising by frequency-based deep learning
  26 Oct 2023 0 repositories listed
• An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
  25 Oct 2023 0 repositories listed
• Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition
  22 Oct 2023 0 repositories listed
• How do the resting EEG preprocessing states affect the outcomes of postprocessing?
  22 Oct 2023 0 repositories listed
• Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification
  22 Oct 2023 0 repositories listed
• Personalized identification, prediction, and stimulation of neural oscillations via data-driven models of epileptic network dynamics
  20 Oct 2023 0 repositories listed
• Towards Subject Agnostic Affective Emotion Recognition
  20 Oct 2023 0 repositories listed
• LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces
  12 Oct 2023 0 repositories listed
• Stabilizing Subject Transfer in EEG Classification with Divergence Estimation
  12 Oct 2023 0 repositories listed
• A Convolutional Network Adaptation for Cortical Classification During Mobile Brain Imaging
  11 Oct 2023 0 repositories listed
• Diagnosing Bipolar Disorder from 3-D Structural Magnetic Resonance Images Using a Hybrid GAN-CNN Method
  11 Oct 2023 0 repositories listed
• Identifying epileptogenic abnormality by decomposing intracranial EEG and MEG power spectra
  10 Oct 2023 0 repositories listed
• Early Warning Prediction with Automatic Labeling in Epilepsy Patients
  9 Oct 2023 0 repositories listed
• Multimodal Identification of Alzheimer's Disease: A Review
  6 Oct 2023 0 repositories listed
• Modeling Temporal Lobe Epilepsy during Music Large-Scale Form Perception using the Impulse Pattern Formulation (IPF) Brain Mode
  5 Oct 2023 0 repositories listed
• Graph Neural Network-based EEG Classification: A Survey
  3 Oct 2023 0 repositories listed
• Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment
  3 Oct 2023 0 repositories listed
• Neuroadaptation in Physical Human-Robot Collaboration
  30 Sep 2023 0 repositories listed
• SI-SD: Sleep Interpreter through awake-guided cross-subject Semantic Decoding
  28 Sep 2023 0 repositories listed
• An Exploration of Optimal Parameters for Efficient Blind Source Separation of EEG Recordings Using AMICA
  27 Sep 2023 0 repositories listed
• Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension
  27 Sep 2023 0 repositories listed
• Enhancing Healthcare with EOG: A Novel Approach to Sleep Stage Classification
  25 Sep 2023 0 repositories listed
• A Multi-channel EEG Data Analysis for Poor Neuro-prognostication in Comatose Patients with Self and Cross-channel Attention Mechanism
  24 Sep 2023 0 repositories listed
• Threshold distribution of equal states for quantitative amplitude fluctuations
  24 Sep 2023 0 repositories listed
• A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification
  21 Sep 2023 0 repositories listed
• A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation
  21 Sep 2023 0 repositories listed
• BELT:Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision
  21 Sep 2023 0 repositories listed
• Intentional binding enhances hybrid BCI control
  21 Sep 2023 0 repositories listed