Browse State-of-the-Art › EEG › Papers, page 8
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 8 of 25: papers 701 to 800 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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Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients21 Feb 2025 0 repositories listed
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M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards21 Feb 2025 0 repositories listed
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Parameter Estimation of the Network of FitzHugh-Nagumo Neurons Based on the Speed-Gradient and Filtering21 Feb 2025 0 repositories listed
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Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention20 Feb 2025 0 repositories listed
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Poststroke rehabilitative mechanisms in individualized fatigue level-controlled treadmill training -- a Rat Model Study20 Feb 2025 0 repositories listed
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SleepGMUformer: A gated multimodal temporal neural network for sleep staging20 Feb 2025 0 repositories listed
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Dynamic directed functional connectivity as a neural biomarker for objective motor skill assessment19 Feb 2025 0 repositories listed
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Brain-to-Text Decoding: A Non-invasive Approach via Typing18 Feb 2025 0 repositories listed
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A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond17 Feb 2025 0 repositories listed
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Hybrid Brain-Machine Interface: Integrating EEG and EMG for Reduced Physical Demand15 Feb 2025 0 repositories listed
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Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces13 Feb 2025 0 repositories listed
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Deep EEG Super-Resolution: Upsampling EEG Spatial Resolution with Generative Adversarial Networks12 Feb 2025 0 repositories listed
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EEG Artifact Detection and Correction with Deep Autoencoders12 Feb 2025 0 repositories listed
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Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding11 Feb 2025 0 repositories listed
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Emotional EEG Classification using Upscaled Connectivity Matrices11 Feb 2025 0 repositories listed
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From Thought to Action: How a Hierarchy of Neural Dynamics Supports Language Production11 Feb 2025 0 repositories listed
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Large Cognition Model: Towards Pretrained EEG Foundation Model11 Feb 2025 0 repositories listed
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FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model10 Feb 2025 0 repositories listed
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Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation10 Feb 2025 0 repositories listed
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Neurophysiological correlates to the human brain complexity through q-statistical analysis of electroencephalogram9 Feb 2025 0 repositories listed
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Geometric Machine Learning on EEG Signals7 Feb 2025 0 repositories listed
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Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT)7 Feb 2025 0 repositories listed
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From Bedside to Desktop: A Data Protocol for Normative Intracranial EEG and Abnormality Mapping6 Feb 2025 0 repositories listed
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Transfer Learning for Covert Speech Classification Using EEG Hilbert Envelope and Temporal Fine Structure6 Feb 2025 0 repositories listed
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Human-Aligned Image Models Improve Visual Decoding from the Brain5 Feb 2025 0 repositories listed
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Human fields and their impact on brain waves A pilot study4 Feb 2025 0 repositories listed
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Probabilistic adaptation of language comprehension for individual speakers: Evidence from neural oscillations3 Feb 2025 0 repositories listed
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A Hodge-FAST Framework for High-Resolution Dynamic Functional Connectivity Analysis of Higher Order Interactions in EEG Signals1 Feb 2025 0 repositories listed
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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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Algorithmic Clustering based on String Compression to Extract P300 Structure in EEG Signals31 Jan 2025 0 repositories listed
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ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks30 Jan 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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Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces29 Jan 2025 0 repositories listed
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Neural Spelling: A Spell-Based BCI System for Language Neural Decoding29 Jan 2025 0 repositories listed
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sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging27 Jan 2025 0 repositories listed
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Exact Fit Attention in Node-Holistic Graph Convolutional Network for Improved EEG-Based Driver Fatigue Detection25 Jan 2025 0 repositories listed
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Scaling laws for decoding images from brain activity25 Jan 2025 0 repositories listed
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Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition24 Jan 2025 0 repositories listed
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CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention18 Jan 2025 0 repositories listed
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Hybrid Deep Learning Model for epileptic seizure classification by using 1D-CNN with multi-head attention mechanism17 Jan 2025 0 repositories listed
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Easing Seasickness through Attention Redirection with a Mindfulness-Based Brain--Computer Interface15 Jan 2025 0 repositories listed
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Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG15 Jan 2025 0 repositories listed
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EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics14 Jan 2025 0 repositories listed
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Neural Speech Tracking in a Virtual Acoustic Environment: Audio-Visual Benefit for Unscripted Continuous Speech14 Jan 2025 0 repositories listed
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Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders13 Jan 2025 0 repositories listed
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Perception-Guided EEG Analysis: A Deep Learning Approach Inspired by Level of Detail (LOD) Theory11 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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A Portable Solution for Simultaneous Human Movement and Mobile EEG Acquisition: Readiness Potentials for Basketball Free-throw Shooting9 Jan 2025 0 repositories listed
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Hyperdimensional Computing for ADHD Classification using EEG Signals9 Jan 2025 0 repositories listed
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Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration9 Jan 2025 0 repositories listed
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Towards Probabilistic Inference of Human Motor Intentions by Assistive Mobile Robots Controlled via a Brain-Computer Interface9 Jan 2025 0 repositories listed
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Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation8 Jan 2025 0 repositories listed
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Motif Discovery Framework for Psychiatric EEG Data Classification8 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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Bayesian Model Parameter Learning in Linear Inverse Problems with Application in EEG Focal Source Imaging7 Jan 2025 0 repositories listed
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SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment7 Jan 2025 0 repositories listed
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Integrating Language-Image Prior into EEG Decoding for Cross-Task Zero-Calibration RSVP-BCI6 Jan 2025 0 repositories listed
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Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior5 Jan 2025 0 repositories listed
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LLMs Help Alleviate the Cross-Subject Variability in Brain Signal and Language Alignment5 Jan 2025 0 repositories listed
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Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks5 Jan 2025 0 repositories listed
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Aesthetic Matters in Music Perception for Image Stylization: A Emotion-driven Music-to-Visual Manipulation3 Jan 2025 0 repositories listed
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SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG3 Jan 2025 0 repositories listed
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A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application31 Dec 2024 0 repositories listed
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Human-AI Teaming Using Large Language Models: Boosting Brain-Computer Interfacing (BCI) and Brain Research30 Dec 2024 0 repositories listed
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Comprehensive Review of EEG-to-Output Research: Decoding Neural Signals into Images, Videos, and Audio28 Dec 2024 0 repositories listed
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Revealing the Self: Brainwave-Based Human Trait Identification26 Dec 2024 0 repositories listed
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Signal Transformation for Effective Multi-Channel Signal Processing23 Dec 2024 0 repositories listed
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Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography20 Dec 2024 0 repositories listed
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Long-Term EEG Partitioning for Seizure Onset Detection20 Dec 2024 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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Identification of Epileptic Spasms (ESES) Phases Using EEG Signals: A Vision Transformer Approach17 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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CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning16 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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Decoding individual words from non-invasive brain recordings across 723 participants11 Dec 2024 0 repositories listed
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Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG10 Dec 2024 0 repositories listed
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Robust Feature Engineering Techniques for Designing Efficient Motor Imagery-Based BCI-Systems10 Dec 2024 0 repositories listed
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Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations9 Dec 2024 0 repositories listed
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Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation9 Dec 2024 0 repositories listed
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EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters8 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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Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives6 Dec 2024 0 repositories listed
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Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces4 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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An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques3 Dec 2024 0 repositories listed
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ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals2 Dec 2024 0 repositories listed
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Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset2 Dec 2024 0 repositories listed
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Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state29 Nov 2024 0 repositories listed
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GEFM: Graph-Enhanced EEG Foundation Model29 Nov 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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Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation28 Nov 2024 0 repositories listed
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Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG28 Nov 2024 0 repositories listed
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Dual Prototyping with Domain and Class Prototypes for Affective Brain-Computer Interface in Unseen Target Conditions27 Nov 2024 0 repositories listed
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Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams26 Nov 2024 0 repositories listed
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Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning25 Nov 2024 0 repositories listed