Browse State-of-the-Art › EEG › Papers, page 9
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 9 of 25: papers 801 to 900 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.
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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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ChatBCI: A P300 Speller BCI Leveraging Large Language Models for Improved Sentence Composition in Realistic Scenarios23 Nov 2024 0 repositories listed
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Brain-Computer Interfaces for Emotional Regulation in Patients with Various Disorders22 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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Automatic EEG Independent Component Classification Using ICLabel in Python20 Nov 2024 0 repositories listed
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Comprehensive Methodology for Sample Augmentation in EEG Biomarker Studies for Alzheimers Risk Classification20 Nov 2024 0 repositories listed
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EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis20 Nov 2024 0 repositories listed
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Energy-based features and bi-LSTM neural network for EEG-based music and voice classification20 Nov 2024 0 repositories listed
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Enhanced average for event-related potential analysis using dynamic time warping20 Nov 2024 0 repositories listed
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Bi-LSTM neural network for EEG-based error detection in musicians' performance19 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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Hybrid Quantum Deep Learning Model for Emotion Detection using raw EEG Signal Analysis19 Nov 2024 0 repositories listed
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Neuro-3D: Towards 3D Visual Decoding from EEG Signals19 Nov 2024 0 repositories listed
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Preprocessing for lessening the influence of eye artifacts in eeg analysis18 Nov 2024 0 repositories listed
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Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms18 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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EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models14 Nov 2024 0 repositories listed
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Imagined Speech and Visual Imagery as Intuitive Paradigms for Brain-Computer Interfaces14 Nov 2024 0 repositories listed
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Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion14 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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Towards Unified Neural Decoding of Perceived, Spoken and Imagined Speech from EEG Signals14 Nov 2024 0 repositories listed
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Quantity versus Diversity: Influence of Data on Detecting EEG Pathology with Advanced ML Models13 Nov 2024 0 repositories listed
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SAD-TIME: a Spatiotemporal-fused network for depression detection with Automated multi-scale Depth-wise and TIME-interval-related common feature extractor13 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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Evaluating tDCS Intervention Effectiveness via Functional Connectivity Network on Resting-State EEG Data in Major Depressive Disorder10 Nov 2024 0 repositories listed
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How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings5 Nov 2024 0 repositories listed
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Federated GNNs for EEG-Based Stroke Assessment4 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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Are EEG functional networks really describing the brain? A comparison with other information-processing complex systems3 Nov 2024 0 repositories listed
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BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging3 Nov 2024 0 repositories listed
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Demo: Multi-Modal Seizure Prediction System1 Nov 2024 0 repositories listed
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Neural decoding from stereotactic EEG: accounting for electrode variability across subjects1 Nov 2024 0 repositories listed
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Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model31 Oct 2024 0 repositories listed
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Enhancing Brain Source Reconstruction through Physics-Informed 3D Neural Networks31 Oct 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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Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning31 Oct 2024 0 repositories listed
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Low-Rank + Sparse Decomposition (LR+SD) for EEG Artifact Removal31 Oct 2024 0 repositories listed
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Neurophysiological Analysis in Motor and Sensory Cortices for Improving Motor Imagination31 Oct 2024 0 repositories listed
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Decoding Fatigue Levels of Pilots Using EEG Signals with Hybrid Deep Neural Networks30 Oct 2024 0 repositories listed
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SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging With Neural Networks Based on Ballistocardiograms30 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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osl-ephys: A Python toolbox for the analysis of electrophysiology data29 Oct 2024 0 repositories listed
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Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?28 Oct 2024 0 repositories listed
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EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior28 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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SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG26 Oct 2024 0 repositories listed
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EEG Based Decoding of the Perception and Regulation of Taboo Words25 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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Contrastive random lead coding for channel-agnostic self-supervision of biosignals21 Oct 2024 0 repositories listed
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Non-invasive Neural Decoding in Source Reconstructed Brain Space20 Oct 2024 0 repositories listed
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BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation19 Oct 2024 0 repositories listed
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Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response19 Oct 2024 0 repositories listed
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BUNDL: Bayesian Uncertainty-aware Deep Learning with Noisy training Labels for Seizure Detection in EEG17 Oct 2024 0 repositories listed
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Comparing Methodological Variations in Seizure Onset Localisation Algorithms using intracranial EEG17 Oct 2024 0 repositories listed
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Theta and/or alpha? Neural oscillational substrates for dynamic inter-brain synchrony during mother-child cooperation17 Oct 2024 0 repositories listed
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iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System16 Oct 2024 0 repositories listed
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On the Role of Activation Functions in EEG-To-Text Decoder16 Oct 2024 0 repositories listed
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EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface15 Oct 2024 0 repositories listed
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Single-word Auditory Attention Decoding Using Deep Learning Model15 Oct 2024 0 repositories listed
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SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning15 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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SimBrainNet: Evaluating Brain Network Similarity for Attention Disorders12 Oct 2024 0 repositories listed
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EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task9 Oct 2024 0 repositories listed
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A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection8 Oct 2024 0 repositories listed
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Pre-Ictal Seizure Prediction Using Personalized Deep Learning7 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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Nested Deep Learning Model Towards A Foundation Model for Brain Signal Data4 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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EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation30 Sep 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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The EAVI EMG/EEG Board: Hybrid physiological sensing30 Sep 2024 0 repositories listed
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AM-MTEEG: Multi-task EEG classification based on impulsive associative memory27 Sep 2024 0 repositories listed
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Feature Estimation of Global Language Processing in EEG Using Attention Maps27 Sep 2024 0 repositories listed
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Latent Representation Learning for Multimodal Brain Activity Translation27 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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DREAMS: A python framework to train deep learning models with model card reporting for medical and health applications26 Sep 2024 0 repositories listed
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Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review26 Sep 2024 0 repositories listed
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When A Man Says He Is Pregnant: ERP Evidence for A Rational Account of Speaker-contextualized Language Comprehension26 Sep 2024 0 repositories listed
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Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach25 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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EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition24 Sep 2024 0 repositories listed
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Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals24 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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Encoder with the Empirical Mode Decomposition (EMD) to remove muscle artefacts from EEG signal22 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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Compensatory Mechanisms in Non-principal Multimedia Learning: The Interplay of Local and Global Information Processing19 Sep 2024 0 repositories listed
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FoME: A Foundation Model for EEG using Adaptive Temporal-Lateral Attention Scaling19 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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Accelerated Algorithms for Source Orientation Detection (AORI) and Spatiotemporal LCMV (ALCMV) Beamforming in EEG Source Localization18 Sep 2024 0 repositories listed
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NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis18 Sep 2024 0 repositories listed
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Towards a Quantitative Theory of Digraph-Based Complexes and its Applications in Brain Network Analysis15 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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SEE: Semantically Aligned EEG-to-Text Translation14 Sep 2024 0 repositories listed
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Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment13 Sep 2024 0 repositories listed
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EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG12 Sep 2024 0 repositories listed