Browse State-of-the-Art › Electroencephalogram (EEG) › Papers, page 10

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 10 of 17: papers 901 to 1,000 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.

• Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices
  31 Jul 2021 0 repositories listed
• A SPA-based Manifold Learning Framework for Motor Imagery EEG Data Classification
  30 Jul 2021 0 repositories listed
• EEG multipurpose eye blink detector using convolutional neural network
  29 Jul 2021 0 repositories listed
• Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition
  28 Jul 2021 0 repositories listed
• A Multi-objective Evolutionary Algorithm for EEG Inverse Problem
  21 Jul 2021 0 repositories listed
• High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm
  21 Jul 2021 0 repositories listed
• Classification of Upper Arm Movements from EEG signals using Machine Learning with ICA Analysis
  18 Jul 2021 0 repositories listed
• Sleep Staging Based on Multi Scale Dual Attention Network
  18 Jul 2021 0 repositories listed
• DAL: Feature Learning from Overt Speech to Decode Imagined Speech-based EEG Signals with Convolutional Autoencoder
  15 Jul 2021 0 repositories listed
• Motor Imagery Classification based on CNN-GRU Network with Spatio-Temporal Feature Representation
  15 Jul 2021 0 repositories listed
• Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis
  28 Jun 2021 0 repositories listed
• CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals
  25 Jun 2021 0 repositories listed
• Towards Natural Brain-Machine Interaction using Endogenous Potentials based on Deep Neural Networks
  25 Jun 2021 0 repositories listed
• Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification
  20 Jun 2021 0 repositories listed
• EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals
  16 Jun 2021 0 repositories listed
• Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices
  15 Jun 2021 0 repositories listed
• BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings
  12 Jun 2021 0 repositories listed
• Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images
  12 Jun 2021 0 repositories listed
• Artifact Detection and Correction in EEG data: A Review
  10 Jun 2021 0 repositories listed
• Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks
  10 Jun 2021 0 repositories listed
• Subject-Independent Brain-Computer Interface for Decoding High-Level Visual Imagery Tasks
  8 Jun 2021 0 repositories listed
• A highly scalable repository of waveform and vital signs data from bedside monitoring devices
  7 Jun 2021 0 repositories listed
• Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks
  7 Jun 2021 0 repositories listed
• EEG changes and motor deficits in Parkinson's disease patients: Correlation of motor scales and EEG power bands
  4 Jun 2021 0 repositories listed
• Random Forest classifier for EEG-based seizure prediction
  2 Jun 2021 0 repositories listed
• Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG
  31 May 2021 0 repositories listed
• Bioelectrical brain activity can predict prosocial behavior
  30 May 2021 0 repositories listed
• Generating Ten BCI Commands Using Four Simple Motor Imageries
  30 May 2021 0 repositories listed
• Deep Learning for EEG Seizure Detection in Preterm Infants
  28 May 2021 0 repositories listed
• Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture
  28 May 2021 0 repositories listed
• SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification
  23 May 2021 0 repositories listed
• Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network
  21 May 2021 0 repositories listed
• Deep Correlation Analysis for Audio-EEG Decoding
  18 May 2021 0 repositories listed
• Predicting speech intelligibility from EEG in a non-linear classification paradigm
  14 May 2021 0 repositories listed
• Dyadic aggregated autoregressive (DASAR) model for time-frequency representation of biomedical signals
  13 May 2021 0 repositories listed
• Normative brain mapping of interictal intracranial EEG to localise epileptogenic tissue
  10 May 2021 0 repositories listed
• Long-term changes in functional connectivity predict responses to intracranial stimulation of the human brain
  6 May 2021 0 repositories listed
• A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction
  5 May 2021 0 repositories listed
• Distilling EEG Representations via Capsules for Affective Computing
  30 Apr 2021 0 repositories listed
• PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback
  30 Apr 2021 0 repositories listed
• Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG
  28 Apr 2021 0 repositories listed
• Algoritmos de minería de datos en la industria sanitaria
  19 Apr 2021 0 repositories listed
• Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes
  19 Apr 2021 0 repositories listed
• Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder
  16 Apr 2021 0 repositories listed
• Decoding of the Walking States and Step Rates from Cortical Electrocorticogram Signals
  14 Apr 2021 0 repositories listed
• Identification of mental fatigue in language comprehension tasks based on EEG and deep learning
  14 Apr 2021 0 repositories listed
• One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring
  9 Apr 2021 0 repositories listed
• SFE-Net: EEG-based Emotion Recognition with Symmetrical Spatial Feature Extraction
  9 Apr 2021 0 repositories listed
• Multimodal Fusion of EMG and Vision for Human Grasp Intent Inference in Prosthetic Hand Control
  8 Apr 2021 0 repositories listed
• Neurological Status Classification Using Convolutional Neural Network
  1 Apr 2021 0 repositories listed
• Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal
  30 Mar 2021 0 repositories listed
• Does Double Biofeedback Affect Functional Hemispheric Asymmetry and Activity? A Pilot Study
  30 Mar 2021 0 repositories listed
• Product semantics translation from brain activity via adversarial learning
  29 Mar 2021 0 repositories listed
• Retrieving Event-related Human Brain Dynamics from Natural Sentence Reading
  29 Mar 2021 0 repositories listed
• Verifying Design through Generative Visualization of Neural Activities
  28 Mar 2021 0 repositories listed
• Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy
  26 Mar 2021 0 repositories listed
• Source Aware Deep Learning Framework for Hand Kinematic Reconstruction using EEG Signal
  25 Mar 2021 0 repositories listed
• Review Dry and Non-Contact EEG Electrodes for 2010-2021 Years
  23 Mar 2021 0 repositories listed
• Progress in neural networks for EEG signal recognition in 2021
  19 Mar 2021 0 repositories listed
• Genetic algorithm for feature selection of EEG heterogeneous data
  12 Mar 2021 0 repositories listed
• Deep Multiway Canonical Correlation Analysis for Multi-Subject EEG Normalization
  11 Mar 2021 0 repositories listed
• Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing
  10 Mar 2021 0 repositories listed
• CNNATT: Deep EEG & fNIRS Real-Time Decoding of bimanual forces
  9 Mar 2021 0 repositories listed
• HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks
  9 Mar 2021 0 repositories listed
• Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding
  9 Mar 2021 0 repositories listed
• Prefrontal cortex functional connectivity based on simultaneous record of electrical and hemodynamic responses associated with mental stress
  8 Mar 2021 0 repositories listed
• Ensemble approach for detection of depression using EEG features
  7 Mar 2021 0 repositories listed
• A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition
  5 Mar 2021 0 repositories listed
• Adaptive Gaussian Fuzzy Classifier for Real-Time Emotion Recognition in Computer Games
  5 Mar 2021 0 repositories listed
• SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models
  5 Mar 2021 0 repositories listed
• Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network
  3 Mar 2021 0 repositories listed
• Decoding Event-related Potential from Ear-EEG Signals based on Ensemble Convolutional Neural Networks in Ambulatory Environment
  3 Mar 2021 0 repositories listed
• Real Time Vigilance Detection using Frontal EEG
  3 Mar 2021 0 repositories listed
• The Spatial Selective Auditory Attention of Cochlear Implant Users in Different Conversational Sound Levels
  3 Mar 2021 0 repositories listed
• Decoding and interpreting cortical signals with a compact convolutional neural network
  2 Mar 2021 0 repositories listed
• DM algorithms in healthindustry
  2 Mar 2021 0 repositories listed
• Neuronal heterogeneity modulates phase-synchronization between unidirectionally coupled populations with excitation-inhibition balance
  2 Mar 2021 0 repositories listed
• CLPVG: Circular limited penetrable visibility graph as a new network model for time series
  1 Mar 2021 0 repositories listed
• Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition
  28 Feb 2021 0 repositories listed
• Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection
  28 Feb 2021 0 repositories listed
• Update on the multimodal pathophysiological dataset of gradual cerebral ischemia in a cohort of juvenile pigs: auditory, sensory and high-frequency sensory evoked potentials
  28 Feb 2021 0 repositories listed
• A New Neuromorphic Computing Approach for Epileptic Seizure Prediction
  25 Feb 2021 0 repositories listed
• Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification
  21 Feb 2021 0 repositories listed
• Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization
  18 Feb 2021 0 repositories listed
• Analysis of EEG data using complex geometric structurization
  17 Feb 2021 0 repositories listed
• Decoding EEG Brain Activity for Multi-Modal Natural Language Processing
  17 Feb 2021 0 repositories listed
• EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks
  17 Feb 2021 0 repositories listed
• On the use of generative deep neural networks to synthesize artificial multichannel EEG signals
  16 Feb 2021 0 repositories listed
• Orthogonal Features-based EEG Signal Denoising using Fractionally Compressed AutoEncoder
  16 Feb 2021 0 repositories listed
• Geometric feature performance under downsampling for EEG classification tasks
  15 Feb 2021 0 repositories listed
• EEGs disclose significant brain activity correlated with synaptic fickleness
  14 Feb 2021 0 repositories listed
• Mind the beat: detecting audio onsets from EEG recordings of music listening
  12 Feb 2021 0 repositories listed
• End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax
  11 Feb 2021 0 repositories listed
• Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning
  10 Feb 2021 0 repositories listed
• Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface
  8 Feb 2021 0 repositories listed
• EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition
  7 Feb 2021 0 repositories listed
• Few-shot time series segmentation using prototype-defined infinite hidden Markov models
  7 Feb 2021 0 repositories listed
• ScalingNet: extracting features from raw EEG data for emotion recognition
  7 Feb 2021 0 repositories listed
• Coherence of Working Memory Study Between Deep Neural Network and Neurophysiology
  6 Feb 2021 0 repositories listed
• Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review
  5 Feb 2021 0 repositories listed