| A tutorial on group effective connectivity analysis, part 2: second level analysis with PEB | Feb 27, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition | Jul 26, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network | Mar 3, 2021 | ClassificationEEG | —Unverified | 0 |
| Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates | Apr 2, 2025 | Data AugmentationDeep Learning | —Unverified | 0 |
| A unified information-theoretic model of EEG signatures of human language processing | Dec 16, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age | Sep 19, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning | Dec 10, 2013 | BIG-bench Machine LearningBrain Computer Interface | —Unverified | 0 |
| Automated Classification of Seizures against Nonseizures: A Deep Learning Approach | Jun 5, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning | Sep 22, 2018 | EEGEEG Artifact Removal | —Unverified | 0 |
| Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network | May 21, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior | Jan 5, 2025 | EEGSeizure Detection | —Unverified | 0 |
| Automated Detection of Patients in Hospital Video Recordings | Nov 28, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features | Apr 5, 2017 | ClassificationEEG | —Unverified | 0 |
| Automated EEG-based Screening of Depression Using Deep Convolutional Neural Network | Apr 17, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Automated Feature Extraction on AsMap for Emotion Classification using EEG | Jan 28, 2022 | Automated Feature EngineeringClassification | —Unverified | 0 |
| Automated Human Mind Reading Using EEG Signals for Seizure Detection | Nov 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Video-EEG Analysis in Epilepsy Studies: Advances and Challenges | Mar 25, 2025 | DiversityEEG | —Unverified | 0 |
| Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures | Dec 28, 2017 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Automatic detection of abnormal clinical EEG: comparison of a finetuned foundation model with two deep learning models | May 13, 2025 | EEG | —Unverified | 0 |
| Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree | Dec 18, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Automatic Detection of Arousals during Sleep using Multiple Physiological Signals | Oct 5, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automatic Detection of Epileptiform Discharges in the EEG | May 21, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models | Sep 2, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automatic EEG Independent Component Classification Using ICLabel in Python | Nov 20, 2024 | Component ClassificationEEG | —Unverified | 0 |
| Automatic Electrodes Detection during simultaneous EEG/fMRI acquisition | Sep 17, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automatic Emotion Recognition (AER) System based on Two-Level Ensemble of Lightweight Deep CNN Models | Apr 30, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification | Apr 28, 2020 | Dictionary LearningEEG | —Unverified | 0 |
| Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG | Dec 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automatic Muscle Artifacts Identification and Removal from Single-Channel EEG Using Wavelet Transform with Meta-heuristically Optimized Non-local Means Filter | Jan 5, 2022 | Brain Computer InterfaceDenoising | —Unverified | 0 |
| Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives | Dec 6, 2024 | Date UnderstandingDecision Making | —Unverified | 0 |
| Automatic Seizure Prediction using CNN and LSTM | Oct 28, 2022 | Deep LearningEEG | —Unverified | 0 |
| Self-supervised Learning for Electroencephalogram: A Systematic Survey | Jan 9, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Semantic-aware Contrastive Learning for Electroencephalography-to-Text Generation with Curriculum Learning | Jan 23, 2023 | Contrastive LearningEEG | —Unverified | 0 |
| Semi-automated Annotation of Signal Events in Clinical EEG Data | Jan 3, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition | Aug 13, 2023 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Semi-supervised Seizure Prediction with Generative Adversarial Networks | Jun 20, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals | Dec 11, 2019 | Classificationcompressed sensing | —Unverified | 0 |
| Sensoring and Application of Multimodal Data for the Detection of Freezing of Gait in Parkinson's Disease | Oct 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Sensors and Systems for Monitoring Mental Fatigue: A systematic review | Jul 4, 2023 | EEG | —Unverified | 0 |
| Sequential Best-Arm Identification with Application to Brain-Computer Interface | May 17, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| SFE-Net: EEG-based Emotion Recognition with Symmetrical Spatial Feature Extraction | Apr 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Shorter duration of slow wave sleep is related to symptoms of depression in patients with epilepsy | Nov 2, 2023 | EEG | —Unverified | 0 |
| Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving | Apr 14, 2025 | Autonomous DrivingBrain Computer Interface | —Unverified | 0 |
| Siamese Neural Networks for EEG-based Brain-computer Interfaces | Feb 3, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus | May 3, 2022 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Signal Transformation for Effective Multi-Channel Signal Processing | Dec 23, 2024 | EEG | —Unverified | 0 |
| 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 | Jul 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Significant Low-dimensional Spectral-temporal Features for Seizure Detection | Feb 13, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SimBrainNet: Evaluating Brain Network Similarity for Attention Disorders | Oct 12, 2024 | EEG | —Unverified | 0 |
| Simulated Eyeblink Artifact Removal with ICA: Effect of Measurement Uncertainty | Oct 4, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |