| Spectral independent component analysis with noise modeling for M/EEG source separation | Aug 21, 2020 | DenoisingDimensionality Reduction | —Unverified | 0 |
| Spectrally Adaptive Common Spatial Patterns | Feb 9, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Spectral Topological Data Analysis of Brain Signals | Dec 1, 2023 | EEGFunctional Connectivity | —Unverified | 0 |
| Spectro Temporal EEG Biomarkers For Binary Emotion Classification | Feb 2, 2022 | ClassificationEEG | —Unverified | 0 |
| Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition | Jun 1, 2022 | blind source separationEEG | —Unverified | 0 |
| Speech Recognition using EEG signals recorded using dry electrodes | Aug 13, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Speech Recognition with no speech or with noisy speech | Mar 2, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Speech Recognition With No Speech Or With Noisy Speech Beyond English | Jun 17, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Speech Synthesis using EEG | Feb 22, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling | Aug 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning | Oct 15, 2024 | Deep ClusteringEEG | —Unverified | 0 |
| Spoken Speech Enhancement using EEG | Sep 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification | Mar 24, 2022 | ClassificationEEG | —Unverified | 0 |
| SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG | Jan 3, 2025 | EEGMamba | —Unverified | 0 |
| SSRepL-ADHD: Adaptive Complex Representation Learning Framework for ADHD Detection from Visual Attention Tasks | Feb 1, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification | Apr 17, 2025 | EEGMotor Imagery | —Unverified | 0 |
| SSVEP-Based BCI Wheelchair Control System | Jul 12, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Stabilizing Subject Transfer in EEG Classification with Divergence Estimation | Oct 12, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Staging Epileptogenesis with Deep Neural Networks | Jun 17, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Stance leg and surface stability modulate cortical activity during human single leg stance | Jul 13, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| StARS DCM: A Sleep Stage-Decoding Forehead EEG Patch for Real-time Modulation of Sleep Physiology | Jun 3, 2025 | EEGTransfer Learning | —Unverified | 0 |
| Stationarity of Time-Series on Graph via Bivariate Translation Invariance | Apr 1, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Stationary and Sparse Denoising Approach for Corticomuscular Causality Estimation | Jun 24, 2024 | Computational EfficiencyDenoising | —Unverified | 0 |
| StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures | Nov 10, 2018 | DiagnosticEEG | —Unverified | 0 |
| Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso | Dec 1, 2020 | ClusteringConstrained Clustering | —Unverified | 0 |
| STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs | Dec 7, 2024 | Decision MakingEEG | —Unverified | 0 |
| STILN: A Novel Spatial-Temporal Information Learning Network for EEG-based Emotion Recognition | Nov 22, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Stress Management Using Virtual Reality-Based Attention Training | Dec 10, 2023 | EEGManagement | —Unverified | 0 |
| StrokeSight: A Novel EEG-Based Diagnostic System for Strokes Using Spectral Analysis and Deep Learning | Mar 27, 2022 | DiagnosticEEG | —Unverified | 0 |
| Structure-Preserving Graph Kernel for Brain Network Classification | Nov 21, 2021 | ClassificationEEG | —Unverified | 0 |
| Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography | Sep 8, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Study of Brain Connectivity by Multichannel EEG Quaternion Principal Component Analysis for Alzheimer Disease Classification | May 21, 2025 | ClassificationEEG | —Unverified | 0 |
| Study of cognitive component of auditory attention to natural speech events | Dec 16, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Study on Compressed Sensing of Action Potential | Jan 30, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Study on spike-and-wave detection in epileptic signals using t-location-scale distribution and the K-nearest neighbors classifier | May 21, 2024 | ClassificationEEG | —Unverified | 0 |
| Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces | Dec 18, 2021 | ClassificationEEG | —Unverified | 0 |
| Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG | Jan 15, 2025 | DisentanglementEEG | —Unverified | 0 |
| Subject-independent trajectory prediction using pre-movement EEG during grasp and lift task | Sep 5, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Subject-Independent Brain-Computer Interface for Decoding High-Level Visual Imagery Tasks | Jun 8, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition | Jan 19, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Subject-independent Classification of Meditative State from the Resting State using EEG | Apr 25, 2025 | Binary ClassificationClassification | —Unverified | 0 |
| Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification | Jan 27, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Subject independent EEG-based BCI decoding | Dec 1, 2009 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks | Jun 7, 2021 | Deep LearningEEG | —Unverified | 0 |
| Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders | Jan 13, 2025 | Contrastive LearningEEG | —Unverified | 0 |
| Subject Selection on a Riemannian Manifold for Unsupervised Cross-subject Seizure Detection | Dec 1, 2017 | ClusteringEEG | —Unverified | 0 |
| Sub-Scalp Brain-Computer Interface Device Design and Fabrication | Apr 17, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Sub-Scalp EEG for Sensorimotor Brain-Computer Interface | Jun 3, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG | Jul 5, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction | Apr 24, 2023 | Deep LearningEEG | —Unverified | 0 |