| Using Single-Trial Representational Similarity Analysis with EEG to track semantic similarity in emotional word processing | Oct 4, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Spatiotemporal Pooling on Appropriate Topological Maps Represented as Two-Dimensional Images for EEG Classification | Mar 7, 2024 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals | Apr 21, 2014 | Brain Computer Interfacecompressed sensing | —Unverified | 0 | 0 |
| Spatio-temporal Spike and Slab Priors for Multiple Measurement Vector Problems | Aug 19, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors | Jul 15, 2018 | Bayesian InferenceEEG | —Unverified | 0 | 0 |
| A Decomposition-Based Hybrid Ensemble CNN Framework for Driver Fatigue Recognition | Mar 14, 2022 | EEGEeg Decoding | —Unverified | 0 | 0 |
| SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG | Oct 26, 2024 | Brain Computer InterfaceDomain Adaptation | —Unverified | 0 | 0 |
| Speaker Identification using EEG | Mar 7, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| U-Sleep's resilience to AASM guidelines | Sep 19, 2022 | Clinical KnowledgeEEG | —Unverified | 0 | 0 |
| Spectral independent component analysis with noise modeling for M/EEG source separation | Aug 21, 2020 | DenoisingDimensionality Reduction | —Unverified | 0 | 0 |
| Spectrally Adaptive Common Spatial Patterns | Feb 9, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Spectral Topological Data Analysis of Brain Signals | Dec 1, 2023 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Spectro Temporal EEG Biomarkers For Binary Emotion Classification | Feb 2, 2022 | ClassificationEEG | —Unverified | 0 | 0 |
| Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition | Jun 1, 2022 | blind source separationEEG | —Unverified | 0 | 0 |
| Utilizing Deep Learning Towards Multi-modal Bio-sensing and Vision-based Affective Computing | May 16, 2019 | Deep LearningEEG | —Unverified | 0 | 0 |
| Speech Recognition using EEG signals recorded using dry electrodes | Aug 13, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Speech Recognition with no speech or with noisy speech | Mar 2, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Speech Recognition With No Speech Or With Noisy Speech Beyond English | Jun 17, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Speech Synthesis using EEG | Feb 22, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles | May 13, 2025 | EEGQuantum Machine Learning | —Unverified | 0 | 0 |
| SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling | Aug 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning | Oct 15, 2024 | Deep ClusteringEEG | —Unverified | 0 | 0 |
| Spoken Speech Enhancement using EEG | Sep 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification | Mar 24, 2022 | ClassificationEEG | —Unverified | 0 | 0 |
| SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG | Jan 3, 2025 | EEGMamba | —Unverified | 0 | 0 |
| SSRepL-ADHD: Adaptive Complex Representation Learning Framework for ADHD Detection from Visual Attention Tasks | Feb 1, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification | Apr 17, 2025 | EEGMotor Imagery | —Unverified | 0 | 0 |
| SSVEP-Based BCI Wheelchair Control System | Jul 12, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Stabilizing Subject Transfer in EEG Classification with Divergence Estimation | Oct 12, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Staging Epileptogenesis with Deep Neural Networks | Jun 17, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Stance leg and surface stability modulate cortical activity during human single leg stance | Jul 13, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| StARS DCM: A Sleep Stage-Decoding Forehead EEG Patch for Real-time Modulation of Sleep Physiology | Jun 3, 2025 | EEGTransfer Learning | —Unverified | 0 | 0 |
| Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations | Aug 1, 2024 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| Stationarity of Time-Series on Graph via Bivariate Translation Invariance | Apr 1, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Stationary and Sparse Denoising Approach for Corticomuscular Causality Estimation | Jun 24, 2024 | Computational EfficiencyDenoising | —Unverified | 0 | 0 |
| StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures | Nov 10, 2018 | DiagnosticEEG | —Unverified | 0 | 0 |
| Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates | Jun 20, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso | Dec 1, 2020 | ClusteringConstrained Clustering | —Unverified | 0 | 0 |
| STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs | Dec 7, 2024 | Decision MakingEEG | —Unverified | 0 | 0 |
| STILN: A Novel Spatial-Temporal Information Learning Network for EEG-based Emotion Recognition | Nov 22, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy | Feb 24, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Validating non-invasive EEG source imaging using optimal electrode configurations on a representative rat head model | Jan 25, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Stress Management Using Virtual Reality-Based Attention Training | Dec 10, 2023 | EEGManagement | —Unverified | 0 | 0 |
| StrokeSight: A Novel EEG-Based Diagnostic System for Strokes Using Spectral Analysis and Deep Learning | Mar 27, 2022 | DiagnosticEEG | —Unverified | 0 | 0 |
| Structure-Preserving Graph Kernel for Brain Network Classification | Nov 21, 2021 | ClassificationEEG | —Unverified | 0 | 0 |
| A Data Driven Approach for Resting-state EEG signal Classification of Schizophrenia with Control Participants using Random Matrix Theory | Jan 17, 2018 | ClassificationEEG | —Unverified | 0 | 0 |
| Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography | Sep 8, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Study of Brain Connectivity by Multichannel EEG Quaternion Principal Component Analysis for Alzheimer Disease Classification | May 21, 2025 | ClassificationEEG | —Unverified | 0 | 0 |
| Study of cognitive component of auditory attention to natural speech events | Dec 16, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Study on Compressed Sensing of Action Potential | Jan 30, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |