Browse State-of-the-Art › EEG › Papers, page 22

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 22 of 25: papers 2,101 to 2,200 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.

• Understanding language-elicited EEG data by predicting it from a fine-tuned language model
  2 Apr 2019 0 repositories listed
• On the Vulnerability of CNN Classifiers in EEG-Based BCIs
  31 Mar 2019 0 repositories listed
• Information Theoretic Feature Transformation Learning for Brain Interfaces
  28 Mar 2019 0 repositories listed
• Adversarial Deep Learning in EEG Biometrics
  27 Mar 2019 0 repositories listed
• Cortical Mirror-System Activation During Real-Life Game Playing: An Intracranial Electroencephalography (EEG) Study
  27 Mar 2019 0 repositories listed
• Machine learning approaches in Detecting the Depression from Resting-state Electroencephalogram (EEG): A Review Study
  26 Mar 2019 0 repositories listed
• An Ensemble Learning Based Classification of Individual Finger Movement from EEG
  25 Mar 2019 0 repositories listed
• The role of physiological complexity changes in resting-state EEG in clinical effectiveness of rTMS and tDCS in treatments of resistant depression
  25 Mar 2019 0 repositories listed
• A Novel Independent RNN Approach to Classification of Seizures against Non-seizures
  22 Mar 2019 0 repositories listed
• Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network
  21 Mar 2019 0 repositories listed
• Early Detection of Mental Stress Using Advanced Neuroimaging and Artificial Intelligence
  20 Mar 2019 0 repositories listed
• A semi-supervised deep learning algorithm for abnormal EEG identification
  19 Mar 2019 0 repositories listed
• Machine Learning for removing EEG artifacts: Setting the benchmark
  19 Mar 2019 0 repositories listed
• Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy
  19 Mar 2019 0 repositories listed
• Emotion Recognition with Machine Learning Using EEG Signals
  18 Mar 2019 0 repositories listed
• A Comprehensive Analysis of 2D&3D Video Watching of EEG Signals by Increasing PLSR and SVM Classification Results
  13 Mar 2019 0 repositories listed
• An EEG-based Stereoscopic Research to Reveal the Brain's Response to What Happens Before and After Watching 2D and 3D Movies
  13 Mar 2019 0 repositories listed
• Noisy network attractor models for transitions between EEG microstates
  13 Mar 2019 0 repositories listed
• Emergence of Brain Rhythms: Model Interpretation of EEG Data
  11 Mar 2019 0 repositories listed
• Labeler-hot Detection of EEG Epileptic Transients
  11 Mar 2019 0 repositories listed
• Speech Recognition with no speech or with noisy speech
  2 Mar 2019 0 repositories listed
• 1D Convolutional Neural Network Models for Sleep Arousal Detection
  1 Mar 2019 0 repositories listed
• A tutorial on group effective connectivity analysis, part 2: second level analysis with PEB
  27 Feb 2019 0 repositories listed
• Cortical recruitment and functional dynamics in postural control adaptation and habituation during vibratory proprioceptive stimulation
  27 Feb 2019 0 repositories listed
• Epileptic seizure classification using statistical sampling and a novel feature selection algorithm
  25 Feb 2019 0 repositories listed
• Disruption of the prefrontal cortex improves implicit contextual memory-guided attention: combined behavioural and electrophysiological evidence
  15 Feb 2019 0 repositories listed
• Gamma band oscillations reflect sensory and affective dimensions of pain
  15 Feb 2019 0 repositories listed
• Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates
  13 Feb 2019 0 repositories listed
• Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling
  6 Feb 2019 0 repositories listed
• Deep Convolutional Neural Network for Automated Detection of Mind Wandering using EEG Signals
  5 Feb 2019 0 repositories listed
• Dynamical Component Analysis (DyCA) and its application on epileptic EEG
  5 Feb 2019 0 repositories listed
• Impact of the reference choice on scalp EEG connectivity estimation
  24 Jan 2019 0 repositories listed
• A GA-based feature selection of the EEG signals by classification evaluation: Application in BCI systems
  16 Jan 2019 0 repositories listed
• Spatial Filtering Pipeline Evaluation of Cortically Coupled Computer Vision System for Rapid Serial Visual Presentation
  15 Jan 2019 0 repositories listed
• Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network
  14 Jan 2019 0 repositories listed
• DASPS: A Database for Anxious States based on a Psychological Stimulation
  9 Jan 2019 0 repositories listed
• Real-Time EEG Classification via Coresets for BCI Applications
  2 Jan 2019 0 repositories listed
• Features and Machine Learning for Correlating and Classifying between Brain Areas and Dyslexia
  27 Dec 2018 0 repositories listed
• Certainty based Reduced Sparse Solution for Dense Array EEG Source Localization
  22 Dec 2018 0 repositories listed
• Parametric Modeling of EEG Signals
  21 Dec 2018 0 repositories listed
• Training on the test set? An analysis of Spampinato et al. [arXiv:1609.00344]
  18 Dec 2018 0 repositories listed
• A Robust Deep Learning Approach for Automatic Classification of Seizures Against Non-seizures
  17 Dec 2018 0 repositories listed
• Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders
  17 Dec 2018 0 repositories listed
• Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy
  15 Dec 2018 0 repositories listed
• EEG-based Communication with a Predictive Text Algorithm
  14 Dec 2018 0 repositories listed
• Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer's disease severity
  12 Dec 2018 0 repositories listed
• Data-driven cortical clustering to provide a family of plausible solutions to M/EEG inverse problem
  7 Dec 2018 0 repositories listed
• EEG Classification based on Image Configuration in Social Anxiety Disorder
  7 Dec 2018 0 repositories listed
• AI Neurotechnology for Aging Societies -- Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods
  30 Nov 2018 0 repositories listed
• Compensated Integrated Gradients to Reliably Interpret EEG Classification
  21 Nov 2018 0 repositories listed
• Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition
  19 Nov 2018 0 repositories listed
• Electrophysiological indicators of gesture perception
  13 Nov 2018 0 repositories listed
• Nonlinear analysis of EEG complexity in episode and remission phase of recurrent depression
  11 Nov 2018 0 repositories listed
• StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures
  10 Nov 2018 0 repositories listed
• An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding
  6 Nov 2018 0 repositories listed
• Alzheimer's Disease Diagnosis Based on Cognitive Methods in Virtual Environments and Emotions Analysis
  25 Oct 2018 0 repositories listed
• Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features
  25 Oct 2018 0 repositories listed
• Evaluation of algorithms for correction of transcranial magnetic stimulation induced artifacts in electroencephalograms
  25 Oct 2018 0 repositories listed
• A Parametric Time Frequency-Conditional Granger Causality Method Using Ultra-regularized Orthogonal Least Squares and Multiwavelets for Dynamic Connectivity Analysis in EEGs
  22 Oct 2018 0 repositories listed
• Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis
  22 Oct 2018 0 repositories listed
• Automatic Detection of Arousals during Sleep using Multiple Physiological Signals
  5 Oct 2018 0 repositories listed
• Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning
  22 Sep 2018 0 repositories listed
• Entropy-Assisted Multi-Modal Emotion Recognition Framework Based on Physiological Signals
  22 Sep 2018 0 repositories listed
• A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age
  19 Sep 2018 0 repositories listed
• Identifying Ketamine Responses in Treatment-Resistant Depression Using a Wearable Forehead EEG
  18 Sep 2018 0 repositories listed
• Reconfiguration of Brain Network between Resting-state and Oddball Paradigm
  18 Sep 2018 0 repositories listed
• Automatic Electrodes Detection during simultaneous EEG/fMRI acquisition
  17 Sep 2018 0 repositories listed
• Characterizing functional brain networks and emotional centers based on Rasa theory of Indian aesthetics
  14 Sep 2018 0 repositories listed
• EEG-based Subjects Identification based on Biometrics of Imagined Speech using EMD
  13 Sep 2018 0 repositories listed
• Convolutional Neural Network Approach for EEG-based Emotion Recognition using Brain Connectivity and its Spatial Information
  12 Sep 2018 0 repositories listed
• EEG-based video identification using graph signal modeling and graph convolutional neural network
  12 Sep 2018 0 repositories listed
• Evaluation of Preference of Multimedia Content using Deep Neural Networks for Electroencephalography
  11 Sep 2018 0 repositories listed
• Knowledge extraction, modeling and formalization: EEG case study
  11 Sep 2018 0 repositories listed
• Classification of grasping tasks based on EEG-EMG coherence
  10 Sep 2018 0 repositories listed
• Sleep Stage Classification: Scalability Evaluations of Distributed Approaches
  1 Sep 2018 0 repositories listed
• Towards Asynchronous Motor Imagery-Based Brain-Computer Interfaces: a joint training scheme using deep learning
  31 Aug 2018 0 repositories listed
• A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models
  10 Aug 2018 0 repositories listed
• Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant
  8 Aug 2018 0 repositories listed
• Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach
  8 Aug 2018 0 repositories listed
• Deep Transfer Learning for EEG-based Brain Computer Interface
  6 Aug 2018 0 repositories listed
• Classification of EEG Signal based on non-Gaussian Neutral Vector
  2 Aug 2018 0 repositories listed
• Dynamic reshaping of functional brain networks during visual object recognition
  31 Jul 2018 0 repositories listed
• Dynamical Component Analysis (DyCA): Dimensionality Reduction For High-Dimensional Deterministic Time-Series
  26 Jul 2018 0 repositories listed
• Ripple oscillations in the left temporal neocortex are associated with impaired verbal episodic memory encoding
  26 Jul 2018 0 repositories listed
• Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography
  24 Jul 2018 0 repositories listed
• Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding
  20 Jul 2018 0 repositories listed
• Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors
  15 Jul 2018 0 repositories listed
• A hybrid automated detection of epileptic seizures in EEG based on wavelet and machine learning techniques
  13 Jul 2018 0 repositories listed
• Affective EEG-Based Person Identification Using the Deep Learning Approach
  5 Jul 2018 0 repositories listed
• Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates
  20 Jun 2018 0 repositories listed
• Semi-supervised Seizure Prediction with Generative Adversarial Networks
  20 Jun 2018 0 repositories listed
• Improving brain computer interface performance by data augmentation with conditional Deep Convolutional Generative Adversarial Networks
  19 Jun 2018 0 repositories listed
• A large-scale evaluation framework for EEG deep learning architectures
  18 Jun 2018 0 repositories listed
• Denoising Time Series Data Using Asymmetric Generative Adversarial Networks
  17 Jun 2018 0 repositories listed
• Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach
  13 Jun 2018 0 repositories listed
• Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller
  12 Jun 2018 0 repositories listed
• Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance
  8 Jun 2018 0 repositories listed
• Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms
  8 Jun 2018 0 repositories listed
• A Hierarchical Fuzzy System for an Advanced Driving Assistance System
  2 Jun 2018 0 repositories listed
• A Multi-Context Character Prediction Model for a Brain-Computer Interface
  1 Jun 2018 0 repositories listed