Browse State-of-the-Art › EEG › Papers, page 11
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 11 of 25: papers 1,001 to 1,100 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.
-
Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario18 May 2024 0 repositories listed
-
NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification17 May 2024 0 repositories listed
-
Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations17 May 2024 0 repositories listed
-
A quality control analysis of the resting state hypothesis via permutation entropy on EEG recordings16 May 2024 0 repositories listed
-
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG16 May 2024 0 repositories listed
-
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models15 May 2024 0 repositories listed
-
EEG-Features for Generalized Deepfake Detection14 May 2024 0 repositories listed
-
JNEEG shield for Jetson Nano for real-time EEG signal processing with deep learning14 May 2024 0 repositories listed
-
A Dynamical Systems Approach to Predicting Patient Outcome after Cardiac Arrest13 May 2024 0 repositories listed
-
An information-theoretic model of shallow and deep language comprehension13 May 2024 0 repositories listed
-
Champuru 2: Improved scoring of alignments and a user-friendly graphical interface9 May 2024 0 repositories listed
-
Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals8 May 2024 0 repositories listed
-
Neurocomputational Phenotypes in Female and Male Autistic Individuals7 May 2024 0 repositories listed
-
EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer3 May 2024 0 repositories listed
-
Neuromorphic Correlates of Artificial Consciousness3 May 2024 0 repositories listed
-
Precision Enhancement in Sustained Visual Attention Training Platforms: Offline EEG Signal Analysis for Classifier Fine-Tuning3 May 2024 0 repositories listed
-
Simulation-based Inference of Developmental EEG Maturation with the Spectral Graph Model3 May 2024 0 repositories listed
-
Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification30 Apr 2024 0 repositories listed
-
Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study30 Apr 2024 0 repositories listed
-
Multi-centre normative brain mapping of intracranial EEG lifespan patterns in the human brain27 Apr 2024 0 repositories listed
-
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data26 Apr 2024 0 repositories listed
-
EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks26 Apr 2024 0 repositories listed
-
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization26 Apr 2024 0 repositories listed
-
Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text26 Apr 2024 0 repositories listed
-
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition24 Apr 2024 0 repositories listed
-
EEGEncoder: Advancing BCI with Transformer-Based Motor Imagery Classification23 Apr 2024 0 repositories listed
-
Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model21 Apr 2024 0 repositories listed
-
FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning18 Apr 2024 0 repositories listed
-
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification17 Apr 2024 0 repositories listed
-
Alpha rhythm slowing in temporal epilepsy across Scalp EEG and MEG16 Apr 2024 0 repositories listed
-
BDAN: Mitigating Temporal Difference Across Electrodes in Cross-Subject Motor Imagery Classification via Generative Bridging Domain16 Apr 2024 0 repositories listed
-
Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition15 Apr 2024 0 repositories listed
-
Novel entropy difference-based EEG channel selection technique for automated detection of ADHD15 Apr 2024 0 repositories listed
-
Cepstral Analysis Based Artifact Detection, Recognition and Removal for Prefrontal EEG12 Apr 2024 0 repositories listed
-
Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training10 Apr 2024 0 repositories listed
-
The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding10 Apr 2024 0 repositories listed
-
Topological Feature Search Method for Multichannel EEG: Application in ADHD classification10 Apr 2024 0 repositories listed
-
Alljoined1 -- A dataset for EEG-to-Image decoding8 Apr 2024 0 repositories listed
-
Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: systematic review8 Apr 2024 0 repositories listed
-
Time topological analysis of EEG using signature theory6 Apr 2024 0 repositories listed
-
Towards Bi-Hemispheric Emotion Mapping through EEG: A Dual-Stream Neural Network Approach6 Apr 2024 0 repositories listed
-
Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression2 Apr 2024 0 repositories listed
-
EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation1 Apr 2024 0 repositories listed
-
A simple EEG-based decision tool for neonatal therapeutic hypothermia in hypoxic-ischemic encephalopathy29 Mar 2024 0 repositories listed
-
MindArm: Mechanized Intelligent Non-Invasive Neuro-Driven Prosthetic Arm System29 Mar 2024 0 repositories listed
-
Investigation of the effectiveness of applying ChatGPT in Dialogic Teaching Using Electroencephalography25 Mar 2024 0 repositories listed
-
EEG decoding with conditional identification information21 Mar 2024 0 repositories listed
-
Identifying Attention-Deficit/Hyperactivity Disorder through the electroencephalogram complexity21 Mar 2024 0 repositories listed
-
Improving Legal Case Retrieval with Brain Signals20 Mar 2024 0 repositories listed
-
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital19 Mar 2024 0 repositories listed
-
BRIEDGE: EEG-Adaptive Edge AI for Multi-Brain to Multi-Robot Interaction14 Mar 2024 0 repositories listed
-
Transferring BCI models from calibration to control: Observing shifts in EEG features14 Mar 2024 0 repositories listed
-
Closed-loop control of gamma oscillations in the brain connections through the transcranial stimulations11 Mar 2024 0 repositories listed
-
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model11 Mar 2024 0 repositories listed
-
Lateral Control of Brain-Controlled Vehicle Based on SVM Probability Output Model9 Mar 2024 0 repositories listed
-
Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest9 Mar 2024 0 repositories listed
-
Understanding data analysis aspects of TMS-EEG in clinical study: a mini review and a case study with open dataset9 Mar 2024 0 repositories listed
-
Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets7 Mar 2024 0 repositories listed
-
Spatiotemporal Pooling on Appropriate Topological Maps Represented as Two-Dimensional Images for EEG Classification7 Mar 2024 0 repositories listed
-
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition6 Mar 2024 0 repositories listed
-
FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network6 Mar 2024 0 repositories listed
-
EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning5 Mar 2024 0 repositories listed
-
Quantum Machine‑Based Decision Support System for the Detection of Schizophrenia from EEG Records5 Mar 2024 0 repositories listed
-
FAST functional connectivity implicates P300 connectivity in working memory deficits in Alzheimer's disease28 Feb 2024 0 repositories listed
-
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder27 Feb 2024 0 repositories listed
-
EEG classifier cross-task transfer to avoid training sessions in robot-assisted rehabilitation26 Feb 2024 0 repositories listed
-
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams26 Feb 2024 0 repositories listed
-
24 Feb 2024 0 repositories listed
-
Assessing the importance of long-range correlations for deep-learning-based sleep staging22 Feb 2024 0 repositories listed
-
Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience22 Feb 2024 0 repositories listed
-
Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence22 Feb 2024 0 repositories listed
-
Balancing Spectral, Temporal and Spatial Information for EEG-based Alzheimer's Disease Classification21 Feb 2024 0 repositories listed
-
Grammaticality illusion or ambiguous interpretation? Event-related potentials reveal the nature of the missing-NP effect in Mandarin centre-embedded structures17 Feb 2024 0 repositories listed
-
Characterizing Accuracy Trade-offs of EEG Applications on Embedded HMPs15 Feb 2024 0 repositories listed
-
Generating Visual Stimuli from EEG Recordings using Transformer-encoder based EEG encoder and GAN15 Feb 2024 0 repositories listed
-
Knowledge-guided EEG Representation Learning15 Feb 2024 0 repositories listed
-
Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain–Computer Interfaces15 Feb 2024 0 repositories listed
-
Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations9 Feb 2024 0 repositories listed
-
RLEEGNet: Integrating Brain-Computer Interfaces with Adaptive AI for Intuitive Responsiveness and High-Accuracy Motor Imagery Classification9 Feb 2024 0 repositories listed
-
Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study8 Feb 2024 0 repositories listed
-
TMS-EEG Reliability: Bridging the Gap to Clinical Use7 Feb 2024 0 repositories listed
-
Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform5 Feb 2024 0 repositories listed
-
Graph Neural Networks in EEG-based Emotion Recognition: A Survey2 Feb 2024 0 repositories listed
-
Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types1 Feb 2024 0 repositories listed
-
A Comparative Study of Conventional and Tripolar EEG for High-Performance Reach-to-Grasp BCI Systems31 Jan 2024 0 repositories listed
-
Advancing EEG/MEG Source Imaging with Geometric-Informed Basis Functions31 Jan 2024 0 repositories listed
-
Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods31 Jan 2024 0 repositories listed
-
Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods31 Jan 2024 0 repositories listed
-
EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation31 Jan 2024 0 repositories listed
-
Prediction of multitasking performance post-longitudinal tDCS via EEG-based functional connectivity and machine learning methods31 Jan 2024 0 repositories listed
-
Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types31 Jan 2024 0 repositories listed
-
Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge30 Jan 2024 0 repositories listed
-
Achieving More Human Brain-Like Vision via Human EEG Representational Alignment30 Jan 2024 0 repositories listed
-
Review of algorithms for predicting fatigue using EEG30 Jan 2024 0 repositories listed
-
EEG for fatigue monitoring28 Jan 2024 0 repositories listed
-
Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification27 Jan 2024 0 repositories listed
-
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG24 Jan 2024 0 repositories listed
-
Multiview Graph Learning with Consensus Graph24 Jan 2024 0 repositories listed
-
Proactive Emotion Tracker: AI-Driven Continuous Mood and Emotion Monitoring24 Jan 2024 0 repositories listed
-
Unified neural field theory of brain dynamics underlying oscillations in Parkinson's disease and generalized epilepsies24 Jan 2024 0 repositories listed