Browse State-of-the-Art › Electroencephalogram (EEG) › Papers, page 8

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 8 of 17: papers 701 to 800 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.

• A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture
  11 Jul 2022 0 repositories listed
• Schizophrenia detection based on EEG using Recurrent Auto-Encoder framework
  9 Jul 2022 0 repositories listed
• Relating the fundamental frequency of speech with EEG using a dilated convolutional network
  5 Jul 2022 0 repositories listed
• Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders
  1 Jul 2022 0 repositories listed
• Global dynamics of neural mass models
  30 Jun 2022 0 repositories listed
• Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis
  29 Jun 2022 0 repositories listed
• Improving self-supervised pretraining models for epileptic seizure detection from EEG data
  28 Jun 2022 0 repositories listed
• An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness
  24 Jun 2022 0 repositories listed
• A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors
  22 Jun 2022 0 repositories listed
• ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces
  21 Jun 2022 0 repositories listed
• Deep representation of EEG data from Spatio-Spectral Feature Images
  20 Jun 2022 0 repositories listed
• Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface
  17 Jun 2022 0 repositories listed
• EPOC Emotiv EEG Basics
  17 Jun 2022 0 repositories listed
• Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease
  10 Jun 2022 0 repositories listed
• HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration
  9 Jun 2022 0 repositories listed
• Binary Single-dimensional Convolutional Neural Network for Seizure Prediction
  8 Jun 2022 0 repositories listed
• Classification at the Accuracy Limit -- Facing the Problem of Data Ambiguity
  4 Jun 2022 0 repositories listed
• Functional Connectivity Methods for EEG-based Biometrics on a Large, Heterogeneous Dataset
  3 Jun 2022 0 repositories listed
• MEMD-HHT based Emotion Detection from EEG using 3D CNN
  2 Jun 2022 0 repositories listed
• Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes
  2 Jun 2022 0 repositories listed
• A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection
  1 Jun 2022 0 repositories listed
• Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition
  1 Jun 2022 0 repositories listed
• The Badalona Corpus - An Audio, Video and Neuro-Physiological Conversational Dataset
  1 Jun 2022 0 repositories listed
• Classification of EEG Motor Imagery Using Deep Learning for Brain-Computer Interface Systems
  31 May 2022 0 repositories listed
• Rethinking Saliency Map: An Context-aware Perturbation Method to Explain EEG-based Deep Learning Model
  30 May 2022 0 repositories listed
• Graph Structure Based Data Augmentation Method
  29 May 2022 0 repositories listed
• Intelligent analysis of EEG signals to assess consumer decisions: A Study on Neuromarketing
  29 May 2022 0 repositories listed
• Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease
  19 May 2022 0 repositories listed
• Brain waves are a repetition of a pause and an activity
  18 May 2022 0 repositories listed
• Complexity Measures for Quantifying Changes in Electroencephalogram in Alzheimers Disease
  17 May 2022 0 repositories listed
• Hyperdimensional computing encoding for feature selection on the use case of epileptic seizure detection
  16 May 2022 0 repositories listed
• NeuralTree: A 256-Channel 0.227-μJ/Class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC
  12 May 2022 0 repositories listed
• Human Emotion Classification based on EEG Signals Using Recurrent Neural Network And KNN
  10 May 2022 0 repositories listed
• Disentangled and Side-aware Unsupervised Domain Adaptation for Cross-dataset Subjective Tinnitus Diagnosis
  3 May 2022 0 repositories listed
• Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus
  3 May 2022 0 repositories listed
• A Change Dynamic Model for the Online Detection of Gradual Change
  2 May 2022 0 repositories listed
• PreMovNet: Pre-Movement EEG-based Hand Kinematics Estimation for Grasp and Lift task
  2 May 2022 0 repositories listed
• Decoding Part-of-Speech from Human EEG Signals
  1 May 2022 0 repositories listed
• Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification
  29 Apr 2022 0 repositories listed
• Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures
  29 Apr 2022 0 repositories listed
• Mobile EEG artifact correction on limited hardware using artifact subspace recon- struction
  28 Apr 2022 0 repositories listed
• Brain-Computer Interfaces: Investigating the Transition from Visually Evoked to Purely Imagined Steady-State Potentials
  25 Apr 2022 0 repositories listed
• Towards Privacy-Preserving Neural Architecture Search
  22 Apr 2022 0 repositories listed
• Multi-Tier Platform for Cognizing Massive Electroencephalogram
  21 Apr 2022 0 repositories listed
• Energy-Efficient Tree-Based EEG Artifact Detection
  19 Apr 2022 0 repositories listed
• Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism
  19 Apr 2022 0 repositories listed
• Benchmarking Domain Generalization on EEG-based Emotion Recognition
  18 Apr 2022 0 repositories listed
• Is the Contralateral Delay Activity (CDA) a robust neural correlate for Visual Working Memory (VWM) tasks? A reproducibility study
  18 Apr 2022 0 repositories listed
• An Adaptive Task-Related Component Analysis Method for SSVEP recognition
  17 Apr 2022 0 repositories listed
• Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy
  17 Apr 2022 0 repositories listed
• FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression
  16 Apr 2022 0 repositories listed
• Decoding Neural Correlation of Language-Specific Imagined Speech using EEG Signals
  15 Apr 2022 0 repositories listed
• Prototype-based Domain Generalization Framework for Subject-Independent Brain-Computer Interfaces
  15 Apr 2022 0 repositories listed
• A Machine Learning Approach to Automatic Classification of Eight Sleep Disorders
  14 Apr 2022 0 repositories listed
• A self-paced BCI system with low latency for motor imagery onset detection based on time series prediction paradigm
  12 Apr 2022 0 repositories listed
• Epileptic Seizure Risk Assessment by Multi-Channel Imaging of the EEG
  12 Apr 2022 0 repositories listed
• Comparison of EEG based epilepsy diagnosis using neural networks and wavelet transform
  9 Apr 2022 0 repositories listed
• Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction
  9 Apr 2022 0 repositories listed
• Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis
  9 Apr 2022 0 repositories listed
• Automated Sleep Staging via Parallel Frequency-Cut Attention
  7 Apr 2022 0 repositories listed
• Spatio-Temporal Analysis of Transformer based Architecture for Attention Estimation from EEG
  4 Apr 2022 0 repositories listed
• Neural modulation enhancement using connectivity-based EEG neurofeedback with simultaneous fMRI for emotion regulation
  3 Apr 2022 0 repositories listed
• Adaptive Spike-Like Representation of EEG Signals for Sleep Stages Scoring
  2 Apr 2022 0 repositories listed
• An Artificial Intelligence Browser Architecture (AIBA) For Our Kind and Others: A Voice Name System Speech implementation with two warrants, Wake Neutrality and Value Preservation of Personally Identifiable Information
  29 Mar 2022 0 repositories listed
• An EEG-Based Multi-Modal Emotion Database with Both Posed and Authentic Facial Actions for Emotion Analysis
  29 Mar 2022 0 repositories listed
• A Cellular Automaton Model for the generation of Brainwaves
  28 Mar 2022 0 repositories listed
• MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain--Machine Interfaces with EEG Channel Selection
  28 Mar 2022 0 repositories listed
• StrokeSight: A Novel EEG-Based Diagnostic System for Strokes Using Spectral Analysis and Deep Learning
  27 Mar 2022 0 repositories listed
• Towards physiology-informed data augmentation for EEG-based BCIs
  27 Mar 2022 0 repositories listed
• SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification
  24 Mar 2022 0 repositories listed
• Analyzing EEG Data with Machine and Deep Learning: A Benchmark
  18 Mar 2022 0 repositories listed
• EEG based Emotion Recognition: A Tutorial and Review
  16 Mar 2022 0 repositories listed
• A Decomposition-Based Hybrid Ensemble CNN Framework for Driver Fatigue Recognition
  14 Mar 2022 0 repositories listed
• Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition
  14 Mar 2022 0 repositories listed
• CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection
  11 Mar 2022 0 repositories listed
• Ensemble plasticity and network adaptability in SNNs
  11 Mar 2022 0 repositories listed
• Evaluation of Performance for Human In-Vivo Conductivity Estimation from EEG and sEEG Recorded in Simultaneous with Intracerebral Electrical Stimulation
  10 Mar 2022 0 repositories listed
• EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships
  7 Mar 2022 0 repositories listed
• A streamable large-scale clinical EEG dataset for Deep Learning
  4 Mar 2022 0 repositories listed
• Benchmarking real-time algorithms for in-phase auditory stimulation of low amplitude slow waves with wearable EEG devices during sleep
  4 Mar 2022 0 repositories listed
• NEMAR: An open access data, tools, and compute resource operating on NeuroElectroMagnetic data
  4 Mar 2022 0 repositories listed
• DAGAM: A Domain Adversarial Graph Attention Model for Subject Independent EEG-Based Emotion Recognition
  27 Feb 2022 0 repositories listed
• Mental State Classification Using Multi-graph Features
  25 Feb 2022 0 repositories listed
• Novel techniques for improving NNetEn entropy calculation for short and noisy time series
  25 Feb 2022 0 repositories listed
• Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy
  24 Feb 2022 0 repositories listed
• An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload
  22 Feb 2022 0 repositories listed
• DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection
  21 Feb 2022 0 repositories listed
• Wavelet-Based Multi-Class Seizure Type Classification System
  19 Feb 2022 0 repositories listed
• Low Latency Real-Time Seizure Detection Using Transfer Deep Learning
  16 Feb 2022 0 repositories listed
• Significant Low-dimensional Spectral-temporal Features for Seizure Detection
  13 Feb 2022 0 repositories listed
• Grasp-and-Lift Detection from EEG Signal Using Convolutional Neural Network
  12 Feb 2022 0 repositories listed
• Dimensional criterion for forecasting nonlinear systems by reservoir computing
  9 Feb 2022 0 repositories listed
• Spectrally Adaptive Common Spatial Patterns
  9 Feb 2022 0 repositories listed
• Efficacy of Transformer Networks for Classification of Raw EEG Data
  8 Feb 2022 0 repositories listed
• An Olfactory EEG Signal Classification Network Based on Frequency Band Feature Extraction
  5 Feb 2022 0 repositories listed
• Brain Source Localization by Alternating Projection
  2 Feb 2022 0 repositories listed
• Spectro Temporal EEG Biomarkers For Binary Emotion Classification
  2 Feb 2022 0 repositories listed
• Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition
  1 Feb 2022 0 repositories listed
• Sparse algorithms for EEG source localization
  31 Jan 2022 0 repositories listed
• Automated Feature Extraction on AsMap for Emotion Classification using EEG
  28 Jan 2022 0 repositories listed