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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 13 of 17: papers 1,201 to 1,300 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.

• Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review
  4 Feb 2020 0 repositories listed
• Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining
  4 Feb 2020 0 repositories listed
• Neural Oscillations for Encoding and Decoding Declarative Memory using EEG Signals
  4 Feb 2020 0 repositories listed
• Siamese Neural Networks for EEG-based Brain-computer Interfaces
  3 Feb 2020 0 repositories listed
• Towards Brain-Computer Interfaces for Drone Swarm Control
  3 Feb 2020 0 repositories listed
• Simultaneous Skull Conductivity and Focal Source Imaging from EEG Recordings with the help of Bayesian Uncertainty Modelling
  31 Jan 2020 0 repositories listed
• A Rule-Based EEG Classification System for Discrimination of Hand Motor Attempts in Stroke Patients
  30 Jan 2020 0 repositories listed
• MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition
  30 Jan 2020 0 repositories listed
• EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications
  28 Jan 2020 0 repositories listed
• WISDoM: characterizing neurological timeseries with the Wishart distribution
  28 Jan 2020 0 repositories listed
• EEG fingerprinting: subject specific signature based on the aperiodic component of power spectrum
  26 Jan 2020 0 repositories listed
• Epileptic Seizure Detection and Classification using Time-Frequency Features in EEG Signals
  23 Jan 2020 0 repositories listed
• Using Double Contractions to Derive the Structure of Slice-Wise Multiplications of Tensors with Applications to Semi-Blind MIMO OFDM
  17 Jan 2020 0 repositories listed
• Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models
  10 Jan 2020 0 repositories listed
• EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning
  8 Jan 2020 0 repositories listed
• Deep Reinforcement Learning with Implicit Human Feedback
  1 Jan 2020 0 repositories listed
• Ensemble emotion recognizing with multiple modal physiological signals
  1 Jan 2020 0 repositories listed
• EEG based Continuous Speech Recognition using Transformers
  31 Dec 2019 0 repositories listed
• Comparison of the P300 detection accuracy related to the BCI speller and image recognition scenarios
  24 Dec 2019 0 repositories listed
• Bayesian Topological Learning for Brain State Classification
  18 Dec 2019 0 repositories listed
• Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation
  17 Dec 2019 0 repositories listed
• Continuous Speech Recognition using EEG and Video
  16 Dec 2019 0 repositories listed
• A novel spike-and-wave automatic detection in EEG signals
  15 Dec 2019 0 repositories listed
• Improved Explanatory Efficacy on Human Affect and Workload through Interactive Process in Artificial Intelligence
  13 Dec 2019 0 repositories listed
• Seizure Prediction Using Bidirectional LSTM
  13 Dec 2019 0 repositories listed
• Analysis of Cardiovascular Changes Caused by Epileptic Seizures in Human Photoplethysmogram Signal
  11 Dec 2019 0 repositories listed
• Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals
  11 Dec 2019 0 repositories listed
• Integration of Simultaneous Resting-State Electroencephalography, Functional Magnetic Resonance Imaging, and Eye-Tracker Methods to Determine and Verify Electroencephalography Vigilance Measure
  10 Dec 2019 0 repositories listed
• Navigating in Virtual Reality using Thought: The Development and Assessment of a Motor Imagery based Brain-Computer Interface
  10 Dec 2019 0 repositories listed
• Neural Memory Networks for Seizure Type Classification
  10 Dec 2019 0 repositories listed
• Classification of Brainwave Signals Based on Hybrid Deep Learning and an Evolutionary Algorithm
  8 Dec 2019 0 repositories listed
• Phase/amplitude synchronization of brain signals during motor imagery BCI tasks
  5 Dec 2019 0 repositories listed
• Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model
  29 Nov 2019 0 repositories listed
• Universal EEG Encoder for Learning Diverse Intelligent Tasks
  26 Nov 2019 0 repositories listed
• Improving EEG based Continuous Speech Recognition
  24 Nov 2019 0 repositories listed
• Quantum calcium-ion interactions with EEG
  23 Nov 2019 0 repositories listed
• Evaluation of techniques for predicting seizure Build up
  16 Nov 2019 0 repositories listed
• A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis
  14 Nov 2019 0 repositories listed
• Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface
  11 Nov 2019 0 repositories listed
• Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces
  7 Nov 2019 0 repositories listed
• An automated approach for task evaluation using EEG signals
  7 Nov 2019 0 repositories listed
• White-Box Target Attack for EEG-Based BCI Regression Problems
  7 Nov 2019 0 repositories listed
• Decoding of visual-related information from the human EEG using an end-to-end deep learning approach
  1 Nov 2019 0 repositories listed
• Differences in MEG and EEG power-law scaling explained by a coupling between spatial coherence and frequency: a simulation study
  24 Oct 2019 0 repositories listed
• Order patterns, their variation and change points in financial time series and Brownian motion
  21 Oct 2019 0 repositories listed
• Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task
  21 Oct 2019 0 repositories listed
• Ballistocardiogram artifact reduction in simultaneous EEG-fMRI using deep learning
  15 Oct 2019 0 repositories listed
• Decoding Working Memory Load from EEG with LSTM Networks
  12 Oct 2019 0 repositories listed
• Neural Memory Plasticity for Anomaly Detection
  12 Oct 2019 0 repositories listed
• Increasing the Detectability of Phase-Amplitude Coupling
  10 Oct 2019 0 repositories listed
• On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing
  10 Oct 2019 0 repositories listed
• Using Deep Learning and Machine Learning to Detect Epileptic Seizure with Electroencephalography (EEG) Data
  6 Oct 2019 0 repositories listed
• MUTLA: A Large-Scale Dataset for Multimodal Teaching and Learning Analytics
  5 Oct 2019 0 repositories listed
• Multi-subject MEG/EEG source imaging with sparse multi-task regression
  3 Oct 2019 0 repositories listed
• A Deep Cybersickness Predictor Based on Brain Signal Analysis for Virtual Reality Contents
  1 Oct 2019 0 repositories listed
• Biomagnetic signals recorded during transcranial magnetic stimulation (TMS)-evoked peripheral muscular activity
  25 Sep 2019 0 repositories listed
• EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training
  25 Sep 2019 0 repositories listed
• Sleep Stage Classification Using Bidirectional LSTM in Wearable Multi-sensor Systems
  24 Sep 2019 0 repositories listed
• Carbogen inhalation during Non-Convulsive Status Epilepticus: A quantitative analysis of EEG recordings
  14 Sep 2019 0 repositories listed
• Spoken Speech Enhancement using EEG
  13 Sep 2019 0 repositories listed
• EEG based Emotion Recognition of Image Stimuli
  11 Sep 2019 0 repositories listed
• Tracking momentary attention fluctuations with an EEG-based cognitive brain-machine interface
  11 Sep 2019 0 repositories listed
• Unravelling the neural signatures of dream recall in EEG: a deep learning approach
  11 Sep 2019 0 repositories listed
• A framework for seizure detection using effective connectivity, graph theory and deep modular neural networks
  6 Sep 2019 0 repositories listed
• Machine Learning Approaches for Detecting the Depression from Resting-State Electroencephalogram (EEG): A Review Study
  6 Sep 2019 0 repositories listed
• Contextual Minimum-Norm Estimates (CMNE): A Deep Learning Method for Source Estimation in Neuronal Networks
  5 Sep 2019 0 repositories listed
• Deep User Identification Model with Multiple Biometrics
  3 Sep 2019 0 repositories listed
• Localization of MEG and EEG Brain Signals by Alternating Projection
  29 Aug 2019 0 repositories listed
• Machine learning with electroencephalography features for precise diagnosis of depression subtypes
  29 Aug 2019 0 repositories listed
• EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks
  27 Aug 2019 0 repositories listed
• A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction
  13 Aug 2019 0 repositories listed
• Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels
  12 Aug 2019 0 repositories listed
• Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network
  6 Aug 2019 0 repositories listed
• Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing
  30 Jul 2019 0 repositories listed
• A-Phase classification using convolutional neural networks
  22 Jul 2019 0 repositories listed
• Adversarial Feature Learning in Brain Interfacing: An Experimental Study on Eliminating Drowsiness Effects
  22 Jul 2019 0 repositories listed
• An end-to-end (deep) neural network applied to raw EEG, fNIRs and body motion data for data fusion and BCI classification task without any pre-/post-processing
  17 Jul 2019 0 repositories listed
• Deep Invertible Networks for EEG-based brain-signal decoding
  17 Jul 2019 0 repositories listed
• Electroencephalography based Classification of Long-term Stress using Psychological Labeling
  17 Jul 2019 0 repositories listed
• Machine learning without a feature set for detecting bursts in the EEG of preterm infants
  16 Jul 2019 0 repositories listed
• Deep Learning with ConvNET Predicts Imagery Tasks Through EEG
  12 Jul 2019 0 repositories listed
• Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG
  5 Jul 2019 0 repositories listed
• Applying Transfer Learning To Deep Learned Models For EEG Analysis
  2 Jul 2019 0 repositories listed
• Protecting Privacy of Users in Brain-Computer Interface Applications
  2 Jul 2019 0 repositories listed
• Tensor Decomposition for EEG Signal Retrieval
  29 Jun 2019 0 repositories listed
• Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version)
  26 Jun 2019 0 repositories listed
• Visualizing High Dimensional Dynamical Processes
  25 Jun 2019 0 repositories listed
• Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment
  20 Jun 2019 0 repositories listed
• Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm
  19 Jun 2019 0 repositories listed
• Bayesian fusion and multimodal DCM for EEG and fMRI
  18 Jun 2019 0 repositories listed
• Advancing Speech Recognition With No Speech Or With Noisy Speech
  17 Jun 2019 0 repositories listed
• Robust End-to-End Speaker Verification Using EEG
  17 Jun 2019 0 repositories listed
• Speech Recognition With No Speech Or With Noisy Speech Beyond English
  17 Jun 2019 0 repositories listed
• Modified swarm-based metaheuristics enhance Gradient Descent initialization performance: Application for EEG spatial filtering
  13 Jun 2019 0 repositories listed
• Classification of EEG Signals using Genetic Programming for Feature Construction
  11 Jun 2019 0 repositories listed
• The Dreem Headband as an Alternative to Polysomnography for EEG Signal Acquisition and Sleep Staging
  10 Jun 2019 0 repositories listed
• Automated Classification of Seizures against Nonseizures: A Deep Learning Approach
  5 Jun 2019 0 repositories listed
• Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian
  5 Jun 2019 0 repositories listed
• Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior
  5 Jun 2019 0 repositories listed
• Amplifying the Neural Power Spectrum
  4 Jun 2019 0 repositories listed