Browse State-of-the-Art › Electroencephalogram (EEG) › Papers, page 5
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 5 of 17: papers 401 to 500 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.
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SSRepL-ADHD: Adaptive Complex Representation Learning Framework for ADHD Detection from Visual Attention Tasks1 Feb 2025 0 repositories listed
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Machine Learning Fairness for Depression Detection using EEG Data30 Jan 2025 0 repositories listed
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On Creating A Brain-To-Text Decoder10 Jan 2025 0 repositories listed
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AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm7 Jan 2025 0 repositories listed
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LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring19 Dec 2024 0 repositories listed
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Canine EEG Helps Human: Cross-Species and Cross-Modality Epileptic Seizure Detection via Multi-Space Alignment18 Dec 2024 0 repositories listed
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A3E: Aligned and Augmented Adversarial Ensemble for Accurate, Robust and Privacy-Preserving EEG Decoding16 Dec 2024 0 repositories listed
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SCFNet:A Transferable IIIC EEG Classification Network16 Dec 2024 0 repositories listed
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EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network15 Dec 2024 0 repositories listed
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STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs7 Dec 2024 0 repositories listed
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Effect of Simulated Space Conditions on functional Connectivity4 Dec 2024 0 repositories listed
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Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification4 Dec 2024 0 repositories listed
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Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification29 Nov 2024 0 repositories listed
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Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces29 Nov 2024 0 repositories listed
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Revisiting Your Memory: Reconstruction of Affect-Contextualized Memory via EEG-guided Audiovisual Generation24 Nov 2024 0 repositories listed
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Implementation of tools for lessening the influence of artifacts in EEG signal analysis21 Nov 2024 0 repositories listed
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Hierarchical Trait-State Model for Decoding Dyadic Social Interactions19 Nov 2024 0 repositories listed
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Uncovering the role of semantic and acoustic cues in normal and dichotic listening18 Nov 2024 0 repositories listed
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Towards Scalable Handwriting Communication via EEG Decoding and Latent Embedding Integration14 Nov 2024 0 repositories listed
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Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum11 Nov 2024 0 repositories listed
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Personalized Continual EEG Decoding: Retaining and Transferring Knowledge4 Nov 2024 0 repositories listed
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User-wise Perturbations for User Identity Protection in EEG-Based BCIs4 Nov 2024 0 repositories listed
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Demo: Multi-Modal Seizure Prediction System1 Nov 2024 0 repositories listed
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Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals31 Oct 2024 0 repositories listed
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EEG-based Multimodal Representation Learning for Emotion Recognition29 Oct 2024 0 repositories listed
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A Multi-Modal Non-Invasive Deep Learning Framework for Progressive Prediction of Seizures26 Oct 2024 0 repositories listed
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A contrastive-learning approach for auditory attention detection24 Oct 2024 0 repositories listed
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Real-time Sub-milliwatt Epilepsy Detection Implemented on a Spiking Neural Network Edge Inference Processor22 Oct 2024 0 repositories listed
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EEGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training14 Oct 2024 0 repositories listed
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EEG-based AI-BCI Wheelchair Advancement: A Brain-Computer Interfacing Wheelchair System Using Deep Learning Approach13 Oct 2024 0 repositories listed
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From Epilepsy Seizures Classification to Detection: A Deep Learning-based Approach for Raw EEG Signals4 Oct 2024 0 repositories listed
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Simulated Eyeblink Artifact Removal with ICA: Effect of Measurement Uncertainty4 Oct 2024 0 repositories listed
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Sonic Entanglements with Electromyography: Between Bodies, Signals, and Representations30 Sep 2024 0 repositories listed
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Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion27 Sep 2024 0 repositories listed
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Translating Mental Imaginations into Characters with Codebooks and Dynamics-Enhanced Decoding25 Sep 2024 0 repositories listed
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Designing Pre-training Datasets from Unlabeled Data for EEG Classification with Transformers23 Sep 2024 0 repositories listed
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BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance21 Sep 2024 0 repositories listed
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Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG Representative Learning20 Sep 2024 0 repositories listed
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Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement19 Sep 2024 0 repositories listed
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Optimizing food taste sensory evaluation through neural network-based taste electroencephalogram channel selection19 Sep 2024 0 repositories listed
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Enhancing EEG Signal Generation through a Hybrid Approach Integrating Reinforcement Learning and Diffusion Models14 Sep 2024 0 repositories listed
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A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data9 Sep 2024 0 repositories listed
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Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review9 Sep 2024 0 repositories listed
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On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface25 Aug 2024 0 repositories listed
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Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks19 Aug 2024 0 repositories listed
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A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective12 Aug 2024 0 repositories listed
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Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings8 Aug 2024 0 repositories listed
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Exploration of LLMs, EEG, and behavioral data to measure and support attention and sleep1 Aug 2024 0 repositories listed
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A Tale of Single-channel Electroencephalogram: Devices, Datasets, Signal Processing, Applications, and Future Directions20 Jul 2024 0 repositories listed
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EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification20 Jul 2024 0 repositories listed
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Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models20 Jul 2024 0 repositories listed
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Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction20 Jul 2024 0 repositories listed
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How Homogenizing the Channel-wise Magnitude Can Enhance EEG Classification Model?19 Jul 2024 0 repositories listed
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Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity18 Jul 2024 0 repositories listed
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Transcranial low-level laser stimulation in near infrared-II region for brain safety and protection13 Jul 2024 0 repositories listed
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Generative AI Enables EEG Super-Resolution via Spatio-Temporal Adaptive Diffusion Learning3 Jul 2024 0 repositories listed
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Stationary and Sparse Denoising Approach for Corticomuscular Causality Estimation24 Jun 2024 0 repositories listed
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Multimodal Physiological Signals Representation Learning via Multiscale Contrasting for Depression Recognition22 Jun 2024 0 repositories listed
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You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation21 Jun 2024 0 repositories listed
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ESI-GAL: EEG Source Imaging-based Trajectory Estimation for Grasp and Lift Task17 Jun 2024 0 repositories listed
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Wearable Device-Based Real-Time Monitoring of Physiological Signals: Evaluating Cognitive Load Across Different Tasks11 Jun 2024 0 repositories listed
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Beware of Overestimated Decoding Performance Arising from Temporal Autocorrelations in Electroencephalogram Signals27 May 2024 0 repositories listed
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Combining Euclidean Alignment and Data Augmentation for BCI decoding23 May 2024 0 repositories listed
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Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations17 May 2024 0 repositories listed
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Naturalistic Music Decoding from EEG Data via Latent Diffusion Models15 May 2024 0 repositories listed
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Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals8 May 2024 0 repositories listed
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CLARE: Cognitive Load Assessment in REaltime with Multimodal Data26 Apr 2024 0 repositories listed
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Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization26 Apr 2024 0 repositories listed
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Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model21 Apr 2024 0 repositories listed
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Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: systematic review8 Apr 2024 0 repositories listed
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Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression2 Apr 2024 0 repositories listed
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A simple EEG-based decision tool for neonatal therapeutic hypothermia in hypoxic-ischemic encephalopathy29 Mar 2024 0 repositories listed
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MindArm: Mechanized Intelligent Non-Invasive Neuro-Driven Prosthetic Arm System29 Mar 2024 0 repositories listed
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Identifying Attention-Deficit/Hyperactivity Disorder through the electroencephalogram complexity21 Mar 2024 0 repositories listed
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Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model11 Mar 2024 0 repositories listed
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Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets7 Mar 2024 0 repositories listed
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FAST functional connectivity implicates P300 connectivity in working memory deficits in Alzheimer's disease28 Feb 2024 0 repositories listed
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EEG classifier cross-task transfer to avoid training sessions in robot-assisted rehabilitation26 Feb 2024 0 repositories listed
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EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams26 Feb 2024 0 repositories listed
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Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience22 Feb 2024 0 repositories listed
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Review of algorithms for predicting fatigue using EEG30 Jan 2024 0 repositories listed
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Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification27 Jan 2024 0 repositories listed
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Multiview Graph Learning with Consensus Graph24 Jan 2024 0 repositories listed
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Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer21 Jan 2024 0 repositories listed
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Self-supervised Learning for Electroencephalogram: A Systematic Survey9 Jan 2024 0 repositories listed
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Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition4 Jan 2024 0 repositories listed
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3D-CLMI: A Motor Imagery EEG Classification Model via Fusion of 3D-CNN and LSTM with Attention20 Dec 2023 0 repositories listed
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Cross-Subject Data Splitting for Brain-to-Text Decoding18 Dec 2023 0 repositories listed
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Study of cognitive component of auditory attention to natural speech events16 Dec 2023 0 repositories listed
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Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases15 Dec 2023 0 repositories listed
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NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification9 Dec 2023 0 repositories listed
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ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges3 Dec 2023 0 repositories listed
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EEG-Based Reaction Time Prediction with Fuzzy Common Spatial Patterns and Phase Cohesion using Deep Autoencoder Based Data Fusion1 Dec 2023 0 repositories listed
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InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity30 Nov 2023 0 repositories listed
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Human-Machine Cooperative Multimodal Learning Method for Cross-subject Olfactory Preference Recognition24 Nov 2023 0 repositories listed
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HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms23 Nov 2023 0 repositories listed
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Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement22 Nov 2023 0 repositories listed
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Neurophysiological Response Based on Auditory Sense for Brain Modulation Using Monaural Beat15 Nov 2023 0 repositories listed
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Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats14 Nov 2023 0 repositories listed
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Sample Dominance Aware Framework via Non-Parametric Estimation for Spontaneous Brain-Computer Interface13 Nov 2023 0 repositories listed