| Simulation-based Inference of Developmental EEG Maturation with the Spectral Graph Model | May 3, 2024 | EEG | —Unverified | 0 |
| Simultaneous induction of SSMVEP and SMR Using a Gaiting video stimulus: a novel hybrid brain-computer interface | May 30, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Simultaneous Skull Conductivity and Focal Source Imaging from EEG Recordings with the help of Bayesian Uncertainty Modelling | Jan 31, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Sinc-based convolutional neural networks for EEG-BCI-based motor imagery classification | Jan 19, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SincVAE: a New Approach to Improve Anomaly Detection on EEG Data Using SincNet and Variational Autoencoder | Jun 25, 2024 | Anomaly DetectionEEG | —Unverified | 0 |
| Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices | Jul 31, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Single-channel EEG completion using Cascade Transformer | Nov 16, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Single-channel EEG features during n-back task correlate with working memory load | Aug 11, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Single-Channel EEG Tokenization Through Time-Frequency Modeling | Feb 22, 2025 | EEG | —Unverified | 0 |
| BCGGAN: Ballistocardiogram artifact removal in simultaneous EEG-fMRI using generative adversarial network | Nov 3, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks | Dec 6, 2017 | ClassificationEEG | —Unverified | 0 |
| Single-word Auditory Attention Decoding Using Deep Learning Model | Oct 15, 2024 | Deep LearningEEG | —Unverified | 0 |
| Skeleton-based action analysis for ADHD diagnosis | Apr 14, 2023 | Action AnalysisAction Recognition | —Unverified | 0 |
| Sleep Analytics and Online Selective Anomaly Detection | Mar 2, 2014 | Anomaly DetectionEEG | —Unverified | 0 |
| SleepEGAN: A GAN-enhanced Ensemble Deep Learning Model for Imbalanced Classification of Sleep Stages | Jul 4, 2023 | Automatic Sleep Stage ClassificationClassification | —Unverified | 0 |
| SleepGMUformer: A gated multimodal temporal neural network for sleep staging | Feb 20, 2025 | EEGSleep Quality | —Unverified | 0 |
| Sleep Model -- A Sequence Model for Predicting the Next Sleep Stage | Feb 17, 2023 | ClassificationEEG | —Unverified | 0 |
| SLEEPNET: Automated Sleep Staging System via Deep Learning | Jul 26, 2017 | Deep LearningDiagnostic | —Unverified | 0 |
| SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging With Neural Networks Based on Ballistocardiograms | Oct 30, 2024 | Data AugmentationEEG | —Unverified | 0 |
| Sleep Stage Classification: Scalability Evaluations of Distributed Approaches | Sep 1, 2018 | ClassificationEEG | —Unverified | 0 |
| Sleep Stage Classification Using Bidirectional LSTM in Wearable Multi-sensor Systems | Sep 24, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Sleep Stage Classification Using a Pre-trained Deep Learning Model | Sep 12, 2023 | Deep LearningEEG | —Unverified | 0 |
| Sleep Staging Based on Multi Scale Dual Attention Network | Jul 18, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification | May 23, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Long-Term EEG Partitioning for Seizure Onset Detection | Dec 20, 2024 | ClusteringEEG | —Unverified | 0 |
| Sonic Entanglements with Electromyography: Between Bodies, Signals, and Representations | Sep 30, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SOUL: An Energy-Efficient Unsupervised Online Learning Seizure Detection Classifier | Oct 1, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Source Aware Deep Learning Framework for Hand Kinematic Reconstruction using EEG Signal | Mar 25, 2021 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Sparse algorithms for EEG source localization | Jan 31, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Sparse Bayesian Learning for EEG Source Localization | Jan 19, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Sparse Dynamical Features generation, application to Parkinson's Disease diagnosis | Oct 20, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Sparse wavelet-based solutions for the M/EEG inverse problem | Jun 27, 2023 | Data CompressionEEG | —Unverified | 0 |
| Sparsity-based Correction of Exponential Artifacts | Sep 24, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement | Nov 22, 2023 | channel selectionEEG | —Unverified | 0 |
| Sparsity Enables Estimation of both Subcortical and Cortical Activity from MEG and EEG | Jun 25, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications | Sep 12, 2024 | Domain AdaptationEEG | —Unverified | 0 |
| Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant | Aug 8, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI) | Feb 9, 2017 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Spatial Filtering Pipeline Evaluation of Cortically Coupled Computer Vision System for Rapid Serial Visual Presentation | Jan 15, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatial Neural Networks and their Functional Samples: Similarities and Differences | May 3, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatial-Spectral Boosting Analysis for Stroke Patients' Motor Imagery EEG in Rehabilitation Training | Oct 23, 2013 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatial-Temporal Recurrent Neural Network for Emotion Recognition | May 12, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Generative AI Enables EEG Super-Resolution via Spatio-Temporal Adaptive Diffusion Learning | Jul 3, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| Spatio-Temporal Analysis of Transformer based Architecture for Attention Estimation from EEG | Apr 4, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatiotemporal Pooling on Appropriate Topological Maps Represented as Two-Dimensional Images for EEG Classification | Mar 7, 2024 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals | Apr 21, 2014 | Brain Computer Interfacecompressed sensing | —Unverified | 0 |
| Spatio-temporal Spike and Slab Priors for Multiple Measurement Vector Problems | Aug 19, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors | Jul 15, 2018 | Bayesian InferenceEEG | —Unverified | 0 |
| SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG | Oct 26, 2024 | Brain Computer InterfaceDomain Adaptation | —Unverified | 0 |
| Speaker Identification using EEG | Mar 7, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |