| Review of the State-of-the-art on Bio-signal-based Brain-controlled Vehicles | Jun 3, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Review on Classification Techniques used in Biophysiological Stress Monitoring | Oct 28, 2022 | ClassificationEEG | —Unverified | 0 | 0 |
| Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces | Feb 13, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Revisiting the Application of Feature Selection Methods to Speech Imagery BCI Datasets | Aug 17, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Revisiting Your Memory: Reconstruction of Affect-Contextualized Memory via EEG-guided Audiovisual Generation | Nov 24, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A framework for seizure detection using effective connectivity, graph theory and deep modular neural networks | Sep 6, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Riemannian classification of EEG signals with missing values | Oct 19, 2021 | ClassificationEEG | —Unverified | 0 | 0 |
| Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry | May 20, 2025 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Riemannian Geometry-Based EEG Approaches: A Literature Review | Jul 19, 2024 | EEGTransfer Learning | —Unverified | 0 | 0 |
| AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding | Jul 16, 2025 | EEGEeg Decoding | —Unverified | 0 | 0 |
| Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease | Nov 22, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Ripple oscillations in the left temporal neocortex are associated with impaired verbal episodic memory encoding | Jul 26, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| RLEEGNet: Integrating Brain-Computer Interfaces with Adaptive AI for Intuitive Responsiveness and High-Accuracy Motor Imagery Classification | Feb 9, 2024 | EEGMotor Imagery | —Unverified | 0 | 0 |
| Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text | Apr 26, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Why Don't You Click: Neural Correlates of Non-Click Behaviors in Web Search | Sep 22, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model | Apr 21, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Robust End-to-End Speaker Verification Using EEG | Jun 17, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Robust Feature Engineering Techniques for Designing Efficient Motor Imagery-Based BCI-Systems | Dec 10, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Update on the multimodal pathophysiological dataset of gradual cerebral ischemia in a cohort of juvenile pigs: auditory, sensory and high-frequency sensory evoked potentials | Feb 28, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Affective EEG-Based Person Identification Using the Deep Learning Approach | Jul 5, 2018 | Deep LearningEEG | —Unverified | 0 | 0 |
| Robust Spatial Filtering with Beta Divergence | Dec 1, 2013 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Robust Time-Series Retrieval Using Probabilistic Adaptive Segmental Alignment | Sep 26, 2016 | Computational EfficiencyEEG | —Unverified | 0 | 0 |
| ROS-Neuro Integration of Deep Convolutional Autoencoders for EEG Signal Compression in Real-time BCIs | Aug 31, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| RRAM-Based Bio-Inspired Circuits for Mobile Epileptic Correlation Extraction and Seizure Prediction | Jul 29, 2024 | EEGPrediction | —Unverified | 0 | 0 |
| SAD-TIME: a Spatiotemporal-fused network for depression detection with Automated multi-scale Depth-wise and TIME-interval-related common feature extractor | Nov 13, 2024 | Depression DetectionDiagnostic | —Unverified | 0 | 0 |
| SaleNet: A low-power end-to-end CNN accelerator for sustained attention level evaluation using EEG | Sep 3, 2022 | ClusteringEEG | —Unverified | 0 | 0 |
| Sample Dominance Aware Framework via Non-Parametric Estimation for Spontaneous Brain-Computer Interface | Nov 13, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Affective Brain-Computer Interfaces: A Tutorial to Choose Performance Measuring Metric | May 6, 2020 | ArticlesEEG | —Unverified | 0 | 0 |
| Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG | May 16, 2024 | EEGSeizure Detection | —Unverified | 0 | 0 |
| Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data | Jul 10, 2024 | DecoderEEG | —Unverified | 0 | 0 |
| Scaling laws for decoding images from brain activity | Jan 25, 2025 | EEG | —Unverified | 0 | 0 |
| ScalingNet: extracting features from raw EEG data for emotion recognition | Feb 7, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Scatter-based common spatial patterns -- a unified spatial filtering framework | Mar 7, 2023 | Computational EfficiencyEEG | —Unverified | 0 | 0 |
| Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface | Apr 1, 2023 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| SCDM: Unified Representation Learning for EEG-to-fNIRS Cross-Modal Generation in MI-BCIs | Jul 1, 2024 | EEGMotor Imagery | —Unverified | 0 | 0 |
| SCFNet:A Transferable IIIC EEG Classification Network | Dec 16, 2024 | ClassificationEEG | —Unverified | 0 | 0 |
| Schizophrenia detection based on EEG using Recurrent Auto-Encoder framework | Jul 9, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation | Jun 21, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Feasibility Study of Task-Based fMRI at 0.55 T | May 26, 2025 | DiagnosticEEG | —Unverified | 0 | 0 |
| SCORE-IT: A Machine Learning-based Tool for Automatic Standardization of EEG Reports | Sep 13, 2021 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| User-wise Perturbations for User Identity Protection in EEG-Based BCIs | Nov 4, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models | Mar 5, 2021 | Atrial Fibrillation DetectionClassification | —Unverified | 0 | 0 |
| Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings | Dec 1, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging | Jan 27, 2025 | EEGElectromyography (EMG) | —Unverified | 0 | 0 |
| Second Order Bilinear Discriminant Analysis for single trial EEG analysis | Dec 1, 2007 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals | Jul 27, 2023 | EEGImage Reconstruction | —Unverified | 0 | 0 |
| Aesthetic Matters in Music Perception for Image Stylization: A Emotion-driven Music-to-Visual Manipulation | Jan 3, 2025 | EEGImage Stylization | —Unverified | 0 | 0 |
| SEE: Semantically Aligned EEG-to-Text Translation | Sep 14, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity | Aug 7, 2022 | cross-modal alignmentCross-Modal Retrieval | —Unverified | 0 | 0 |
| Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm | Sep 2, 2021 | channel selectionDenoising | —Unverified | 0 | 0 |