Browse State-of-the-Art › Electroencephalogram (EEG) › Papers, page 6

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 6 of 17: papers 501 to 600 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.

• New Approach for an Affective Computing-Driven Quality of Experience (QoE) Prediction
  5 Nov 2023 0 repositories listed
• Enhancing Motor Imagery Decoding in Brain Computer Interfaces using Riemann Tangent Space Mapping and Cross Frequency Coupling
  29 Oct 2023 0 repositories listed
• Improved Motor Imagery Classification Using Adaptive Spatial Filters Based on Particle Swarm Optimization Algorithm
  29 Oct 2023 0 repositories listed
• Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification
  22 Oct 2023 0 repositories listed
• LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces
  12 Oct 2023 0 repositories listed
• Stabilizing Subject Transfer in EEG Classification with Divergence Estimation
  12 Oct 2023 0 repositories listed
• Multimodal Identification of Alzheimer's Disease: A Review
  6 Oct 2023 0 repositories listed
• Neuroadaptation in Physical Human-Robot Collaboration
  30 Sep 2023 0 repositories listed
• A Multi-channel EEG Data Analysis for Poor Neuro-prognostication in Comatose Patients with Self and Cross-channel Attention Mechanism
  24 Sep 2023 0 repositories listed
• A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification
  21 Sep 2023 0 repositories listed
• A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation
  21 Sep 2023 0 repositories listed
• A Multi Constrained Transformer-BiLSTM Guided Network for Automated Sleep Stage Classification from Single-Channel EEG
  19 Sep 2023 0 repositories listed
• Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer
  15 Sep 2023 0 repositories listed
• Sleep Stage Classification Using a Pre-trained Deep Learning Model
  12 Sep 2023 0 repositories listed
• Early warning indicators via latent stochastic dynamical systems
  7 Sep 2023 0 repositories listed
• Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach
  6 Sep 2023 0 repositories listed
• A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training
  25 Aug 2023 0 repositories listed
• EOG Artifact Removal from Single and Multi-channel EEG Recordings through the combination of Long Short-Term Memory Networks and Independent Component Analysis
  25 Aug 2023 0 repositories listed
• Functional Graph Contrastive Learning of Hyperscanning EEG Reveals Emotional Contagion Evoked by Stereotype-Based Stressors
  22 Aug 2023 0 repositories listed
• Large Transformers are Better EEG Learners
  20 Aug 2023 0 repositories listed
• A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals
  14 Aug 2023 0 repositories listed
• Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-Processing Techniques and Machine Learning Models
  6 Aug 2023 0 repositories listed
• EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning
  1 Aug 2023 0 repositories listed
• Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models
  23 Jul 2023 0 repositories listed
• Perturbing a Neural Network to Infer Effective Connectivity: Evidence from Synthetic EEG Data
  19 Jul 2023 0 repositories listed
• Deep Generative Models for Physiological Signals: A Systematic Literature Review
  12 Jul 2023 0 repositories listed
• Trends in Machine Learning and Electroencephalogram (EEG): A Review for Undergraduate Researchers
  6 Jul 2023 0 repositories listed
• Classification of sleep stages from EEG, EOG and EMG signals by SSNet
  3 Jul 2023 0 repositories listed
• Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling
  2 Jul 2023 0 repositories listed
• Decoding Taste Information in Human Brain: A Temporal and Spatial Reconstruction Data Augmentation Method Coupled with Taste EEG
  1 Jul 2023 0 repositories listed
• Ongoing EEG artifact correction using blind source separation
  29 Jun 2023 0 repositories listed
• BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning
  15 Jun 2023 0 repositories listed
• Data Augmentation for Seizure Prediction with Generative Diffusion Model
  14 Jun 2023 0 repositories listed
• Emotion Detection from EEG using Transfer Learning
  9 Jun 2023 0 repositories listed
• Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review Paper
  5 Jun 2023 0 repositories listed
• Multi-Modal Wireless Flexible Gel-Free Sensors with Edge Deep Learning for Detecting and Alerting Freezing of Gait in Parkinson's Patients
  28 May 2023 0 repositories listed
• EEG and EMG dataset for the detection of errors introduced by an active orthosis device
  19 May 2023 0 repositories listed
• Sequential Best-Arm Identification with Application to Brain-Computer Interface
  17 May 2023 0 repositories listed
• EEG-based Sleep Staging with Hybrid Attention
  16 May 2023 0 repositories listed
• Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario
  14 May 2023 0 repositories listed
• A Lightweight Domain Adversarial Neural Network Based on Knowledge Distillation for EEG-based Cross-subject Emotion Recognition
  12 May 2023 0 repositories listed
• CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition
  7 May 2023 0 repositories listed
• Lightweight Convolution Transformer for Cross-patient Seizure Detection in Multi-channel EEG Signals
  7 May 2023 0 repositories listed
• Assessing Rate limits Using Behavioral and Neural Responses of Interaural-Time-Difference Cues in Fine-Structure and Envelope
  5 May 2023 0 repositories listed
• Patient Independent Interictal Epileptiform Discharge Detection
  27 Apr 2023 0 repositories listed
• An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance
  26 Apr 2023 0 repositories listed
• EEG Cortical Source Feature based Hand Kinematics Decoding using Residual CNN-LSTM Neural Network
  13 Apr 2023 0 repositories listed
• Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines
  9 Apr 2023 0 repositories listed
• Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection
  3 Apr 2023 0 repositories listed
• Optimized EEG based mood detection with signal processing and deep neural networks for brain-computer interface
  30 Mar 2023 0 repositories listed
• An embedding for EEG signals learned using a triplet loss
  23 Mar 2023 0 repositories listed
• Optimized preprocessing and Tiny ML for Attention State Classification
  20 Mar 2023 0 repositories listed
• Relate auditory speech to EEG by shallow-deep attention-based network
  20 Mar 2023 0 repositories listed
• Picture-word interference in language production studies: Exploring the roles of attention and processing times
  16 Mar 2023 0 repositories listed
• Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech
  14 Mar 2023 0 repositories listed
• Recovering Arrhythmic EEG Transients from Their Stochastic Interference
  14 Mar 2023 0 repositories listed
• Relating EEG recordings to speech using envelope tracking and the speech-FFR
  11 Mar 2023 0 repositories listed
• Depression Diagnosis and Drug Response Prediction via Recurrent Neural Networks and Transformers Utilizing EEG Signals
  9 Mar 2023 0 repositories listed
• Inter-brain substrates of role switching during mother-child interaction
  8 Mar 2023 0 repositories listed
• A topological classifier to characterize brain states: When shape matters more than variance
  7 Mar 2023 0 repositories listed
• Scatter-based common spatial patterns -- a unified spatial filtering framework
  7 Mar 2023 0 repositories listed
• Neural complexity -- Statistical-mechanical approach of human electroencephalograms
  6 Mar 2023 0 repositories listed
• Online functional connectivity analysis of large all-to-all networks
  6 Mar 2023 0 repositories listed
• One step closer to EEG based eye tracking
  3 Mar 2023 0 repositories listed
• Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study
  2 Mar 2023 0 repositories listed
• Tuning to non-veridical features in attention and perceptual decision-making
  1 Mar 2023 0 repositories listed
• Investigating the role of visual experience with face-masks in face recognition during COVID-19
  28 Feb 2023 0 repositories listed
• Approximately optimal domain adaptation with Fisher's Linear Discriminant
  27 Feb 2023 0 repositories listed
• Comparison and Analysis of Cognitive Load under 2D/3D Visual Stimuli
  25 Feb 2023 0 repositories listed
• Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation
  19 Feb 2023 0 repositories listed
• Novel Epileptic Seizure Detection Techniques and their Empirical Analysis
  17 Feb 2023 0 repositories listed
• Sleep Model -- A Sequence Model for Predicting the Next Sleep Stage
  17 Feb 2023 0 repositories listed
• Temporal stability of intracranial EEG abnormality maps for localising epileptogenic tissue
  11 Feb 2023 0 repositories listed
• Data Poisoning Attacks on EEG Signal-based Risk Assessment Systems
  8 Feb 2023 0 repositories listed
• Explainable Label-flipping Attacks on Human Emotion Assessment System
  8 Feb 2023 0 repositories listed
• First steps towards quantum machine learning applied to the classification of event-related potentials
  6 Feb 2023 0 repositories listed
• Relating EEG to continuous speech using deep neural networks: a review
  3 Feb 2023 0 repositories listed
• Biophysical aspects of neurocognitive modeling with long-term sustained temperature variations
  2 Feb 2023 0 repositories listed
• The Past, Current, and Future of Neonatal Intensive Care Units with Artificial Intelligence
  1 Feb 2023 0 repositories listed
• Variational Autoencoder Learns Better Feature Representations for EEG-based Obesity Classification
  1 Feb 2023 0 repositories listed
• Approximating DTW with a convolutional neural network on EEG data
  30 Jan 2023 0 repositories listed
• Cross-Subject Deep Transfer Models for Evoked Potentials in Brain-Computer Interface
  29 Jan 2023 0 repositories listed
• Semantic-aware Contrastive Learning for Electroencephalography-to-Text Generation with Curriculum Learning
  23 Jan 2023 0 repositories listed
• Interpretable Classification of Early Stage Parkinson's Disease from EEG
  20 Jan 2023 0 repositories listed
• Brain Model State Space Reconstruction Using an LSTM Neural Network
  20 Jan 2023 0 repositories listed
• Deep Learning for scalp High Frequency Oscillations Identification
  20 Jan 2023 0 repositories listed
• Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition
  19 Jan 2023 0 repositories listed
• Extracting continuous sleep depth from EEG data without machine learning
  17 Jan 2023 0 repositories listed
• Hearables: Ear EEG Based Driver Fatigue Detection
  16 Jan 2023 0 repositories listed
• Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions
  16 Jan 2023 0 repositories listed
• Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes
  15 Jan 2023 0 repositories listed
• Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification
  14 Jan 2023 0 repositories listed
• BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation
  10 Jan 2023 0 repositories listed
• CLASH: Contrastive learning through alignment shifting to extract stimulus information from EEG
  9 Jan 2023 0 repositories listed
• Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction
  4 Jan 2023 0 repositories listed
• Detecting Information Relays in Deep Neural Networks
  3 Jan 2023 0 repositories listed
• Understanding EEG signals for subject-wise Definition of Armoni Activities
  3 Jan 2023 0 repositories listed
• Neural criticality from effective latent variables
  2 Jan 2023 0 repositories listed
• RaspberryPi to measure EEG, ECG, EMG and EOG with Shield PiEEG
  1 Jan 2023 0 repositories listed
• Cortical Xi-Alpha model for resting state electric neuronal activity
  27 Dec 2022 0 repositories listed