Browse State-of-the-Art › Electroencephalogram (EEG) › Papers, page 7

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 7 of 17: papers 601 to 700 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.

• MindBigData 2022 A Large Dataset of Brain Signals
  27 Dec 2022 0 repositories listed
• AMDET: Attention based Multiple Dimensions EEG Transformer for Emotion Recognition
  23 Dec 2022 0 repositories listed
• A Wearable EEG System for Closed-Loop Neuromodulation of High-Frequency Sleep-Related Oscillations
  21 Dec 2022 0 repositories listed
• A unified information-theoretic model of EEG signatures of human language processing
  16 Dec 2022 0 repositories listed
• Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods
  16 Dec 2022 0 repositories listed
• Hybrid Paradigm-based Brain-Computer Interface for Robotic Arm Control
  14 Dec 2022 0 repositories listed
• Classification of Distraction Levels Using Hybrid Deep Neural Networks From EEG Signals
  13 Dec 2022 0 repositories listed
• CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals
  13 Dec 2022 0 repositories listed
• Nonparametric Independent Component Analysis for the Sources with Mixed Spectra
  13 Dec 2022 0 repositories listed
• Overview of The MediaEval 2022 Predicting Video Memorability Task
  13 Dec 2022 0 repositories listed
• Changes in Power and Information Flow in Resting-state EEG by Working Memory Process
  12 Dec 2022 0 repositories listed
• A Hybrid Brain-Computer Interface Using Motor Imagery and SSVEP Based on Convolutional Neural Network
  10 Dec 2022 0 repositories listed
• Neural Underpinnings of Decoupled Ethical Behavior in Adolescents as an Interaction of Peer and Personal Values
  10 Dec 2022 0 repositories listed
• EEG Opto-processor: epileptic seizure detection using diffractive photonic computing units
  9 Dec 2022 0 repositories listed
• EEG-NeXt: A Modernized ConvNet for The Classification of Cognitive Activity from EEG
  8 Dec 2022 0 repositories listed
• Nonlinear and Machine Learning Analyses on High-Density EEG data of Math Experts and Novices
  1 Dec 2022 0 repositories listed
• Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces
  28 Nov 2022 0 repositories listed
• Inferring latent neural sources via deep transcoding of simultaneously acquired EEG and fMRI
  27 Nov 2022 0 repositories listed
• Target-centered Subject Transfer Framework for EEG Data Augmentation
  24 Nov 2022 0 repositories listed
• Power Spectral Density-Based Resting-State EEG Classification of First-Episode Psychosis
  23 Nov 2022 0 repositories listed
• STILN: A Novel Spatial-Temporal Information Learning Network for EEG-based Emotion Recognition
  22 Nov 2022 0 repositories listed
• A CNN-Transformer Deep Learning Model for Real-time Sleep Stage Classification in an Energy-Constrained Wireless Device
  20 Nov 2022 0 repositories listed
• Federated deep transfer learning for EEG decoding using multiple BCI tasks
  20 Nov 2022 0 repositories listed
• A Closed-loop Sleep Modulation System with FPGA-Accelerated Deep Learning
  19 Nov 2022 0 repositories listed
• Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events
  18 Nov 2022 0 repositories listed
• Brain informed transfer learning for categorizing construction hazards
  17 Nov 2022 0 repositories listed
• Single-channel EEG completion using Cascade Transformer
  16 Nov 2022 0 repositories listed
• Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition
  16 Nov 2022 0 repositories listed
• Motor imagery classification using EEG spectrograms
  15 Nov 2022 0 repositories listed
• Review of medical data analysis based on spiking neural networks
  13 Nov 2022 0 repositories listed
• MP-SeizNet: A Multi-Path CNN Bi-LSTM Network for Seizure-Type Classification Using EEG
  9 Nov 2022 0 repositories listed
• EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG Signals
  7 Nov 2022 0 repositories listed
• Performance and utility trade-off in interpretable sleep staging
  7 Nov 2022 0 repositories listed
• Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG
  6 Nov 2022 0 repositories listed
• Topological biomarkers for real-time detection of epileptic seizures
  4 Nov 2022 0 repositories listed
• Electroencephalography and mild cognitive impairment research: A scoping review and bibliometric analysis (ScoRBA)
  1 Nov 2022 0 repositories listed
• BCI-Walls: A robust methodology to predict success or failure in brain computer interfaces
  30 Oct 2022 0 repositories listed
• Automatic Seizure Prediction using CNN and LSTM
  28 Oct 2022 0 repositories listed
• Review on Classification Techniques used in Biophysiological Stress Monitoring
  28 Oct 2022 0 repositories listed
• MAEEG: Masked Auto-encoder for EEG Representation Learning
  27 Oct 2022 0 repositories listed
• Emotion Recognition With Temporarily Localized 'Emotional Events' in Naturalistic Context
  25 Oct 2022 0 repositories listed
• Towards emotion recognition for virtual environments: an evaluation of EEG features on benchmark dataset
  25 Oct 2022 0 repositories listed
• Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices
  24 Oct 2022 0 repositories listed
• Sparse Dynamical Features generation, application to Parkinson's Disease diagnosis
  20 Oct 2022 0 repositories listed
• Analysis of Microstate Organization During Emotional Events
  16 Oct 2022 0 repositories listed
• Extreme-Long-short Term Memory for Time-series Prediction
  15 Oct 2022 0 repositories listed
• Bandwidth-efficient distributed neural network architectures with application to body sensor networks
  14 Oct 2022 0 repositories listed
• CLEEGN: A Convolutional Neural Network for Plug-and-Play Automatic EEG Reconstruction
  12 Oct 2022 0 repositories listed
• Toward the application of XAI methods in EEG-based systems
  12 Oct 2022 0 repositories listed
• Inner speech recognition through electroencephalographic signals
  11 Oct 2022 0 repositories listed
• The evolution of AI approaches for motor imagery EEG-based BCIs
  11 Oct 2022 0 repositories listed
• Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition
  10 Oct 2022 0 repositories listed
• A review on Epileptic Seizure Detection using Machine Learning
  5 Oct 2022 0 repositories listed
• On The Effects Of Data Normalisation For Domain Adaptation On EEG Data
  3 Oct 2022 0 repositories listed
• quEEGNet: Quantum AI for Biosignal Processing
  29 Sep 2022 0 repositories listed
• EEG-based Image Feature Extraction for Visual Classification using Deep Learning
  27 Sep 2022 0 repositories listed
• Calibration of off-the-shelf low-cost wearable EEG headset for application in field studies
  26 Sep 2022 0 repositories listed
• Community Detection in Multi-frequency EEG Networks
  26 Sep 2022 0 repositories listed
• Mental arithmetic task classification with convolutional neural network based on spectral-temporal features from EEG
  26 Sep 2022 0 repositories listed
• Removal of Ocular Artifacts in EEG Using Deep Learning
  24 Sep 2022 0 repositories listed
• Modeling cognitive load as a self-supervised brain rate with electroencephalography and deep learning
  21 Sep 2022 0 repositories listed
• U-Sleep's resilience to AASM guidelines
  19 Sep 2022 0 repositories listed
• EEG-Based Epileptic Seizure Prediction Using Temporal Multi-Channel Transformers
  18 Sep 2022 0 repositories listed
• Weight-based Channel-model Matrix Framework provides a reasonable solution for EEG-based cross-dataset emotion recognition
  13 Sep 2022 0 repositories listed
• Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning
  12 Sep 2022 0 repositories listed
• Examining Uniqueness and Permanence of the WAY EEG GAL dataset toward User Authentication
  11 Sep 2022 0 repositories listed
• Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography
  8 Sep 2022 0 repositories listed
• Machine Learning For Classification Of Antithetical Emotional States
  6 Sep 2022 0 repositories listed
• Subject-independent trajectory prediction using pre-movement EEG during grasp and lift task
  5 Sep 2022 0 repositories listed
• SaleNet: A low-power end-to-end CNN accelerator for sustained attention level evaluation using EEG
  3 Sep 2022 0 repositories listed
• EEG-based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning
  2 Sep 2022 0 repositories listed
• Classification of Electroencephalograms during Mathematical Calculations Using Deep Learning
  31 Aug 2022 0 repositories listed
• Classification of eye-state using EEG recordings: speed-up gains using signal epochs and mutual information measure
  31 Aug 2022 0 repositories listed
• Finding neural signatures for obesity through feature selection on source-localized EEG
  30 Aug 2022 0 repositories listed
• Periodic and non-periodic brainwaves emerging via random syncronization of closed loops of firing neurons
  30 Aug 2022 0 repositories listed
• Development of Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels
  25 Aug 2022 0 repositories listed
• Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces
  23 Aug 2022 0 repositories listed
• Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition
  19 Aug 2022 0 repositories listed
• EEG-BBNet: a Hybrid Framework for Brain Biometric using Graph Connectivity
  17 Aug 2022 0 repositories listed
• Convolutional Spiking Neural Networks for Detecting Anticipatory Brain Potentials Using Electroencephalogram
  14 Aug 2022 0 repositories listed
• Classifier Transfer with Data Selection Strategies for Online Support Vector Machine Classification with Class Imbalance
  10 Aug 2022 0 repositories listed
• EEG Machine Learning for Analysis of Mild Traumatic Brain Injury: A survey
  10 Aug 2022 0 repositories listed
• Machine Learning-based EEG Applications and Markets
  10 Aug 2022 0 repositories listed
• Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding
  9 Aug 2022 0 repositories listed
• See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity
  7 Aug 2022 0 repositories listed
• An intertwined neural network model for EEG classification in brain-computer interfaces
  4 Aug 2022 0 repositories listed
• On the relation between EEG microstates and cross-spectra
  4 Aug 2022 0 repositories listed
• Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG
  4 Aug 2022 0 repositories listed
• Neural Correlates of Face Familiarity Perception
  31 Jul 2022 0 repositories listed
• Six-center Assessment of CNN-Transformer with Belief Matching Loss for Patient-independent Seizure Detection in EEG
  29 Jul 2022 0 repositories listed
• Significant changes in EEG neural oscillations during different phases of three-dimensional multiple object tracking task (3D-MOT) imply different roles for attention and working memory
  29 Jul 2022 0 repositories listed
• A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)
  28 Jul 2022 0 repositories listed
• A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition
  26 Jul 2022 0 repositories listed
• Continuous ErrP detections during multimodal human-robot interaction
  25 Jul 2022 0 repositories listed
• LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning
  25 Jul 2022 0 repositories listed
• Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task"
  22 Jul 2022 0 repositories listed
• Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding
  20 Jul 2022 0 repositories listed
• Human Brains Can't Detect Fake News: A Neuro-Cognitive Study of Textual Disinformation Susceptibility
  18 Jul 2022 0 repositories listed
• Reliability and validity of TMS-EEG biomarkers
  18 Jul 2022 0 repositories listed
• EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders
  16 Jul 2022 0 repositories listed