| Recognition of EEG Signals from Imagined Vowels Using Deep Learning Methods | Sep 29, 2021 | EEG | —Unverified | 0 | 0 |
| Reconfiguration of Brain Network between Resting-state and Oddball Paradigm | Sep 18, 2018 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Reconsidering Spatial Priors In EEG Source Estimation: Does White Matter Contribute to EEG Rhythms? | Nov 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Reconstructing ERP Signals Using Generative Adversarial Networks for Mobile Brain-Machine Interface | May 18, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model | Mar 11, 2024 | Brain DecodingDecoder | —Unverified | 0 | 0 |
| Recording Brain Activity While Listening to Music Using Wearable EEG Devices Combined with Bidirectional Long Short-Term Memory Networks | Aug 22, 2024 | EEGEmotion Recognition | —Unverified | 0 | 0 |
| Recovering Arrhythmic EEG Transients from Their Stochastic Interference | Mar 14, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Recurrent and Convolutional Neural Networks in Classification of EEG Signal for Guided Imagery and Mental Workload Detection | May 27, 2024 | EEG | —Unverified | 0 | 0 |
| Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis | Apr 24, 2025 | EEG | —Unverified | 0 | 0 |
| Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition | Nov 19, 2018 | ClassificationEEG | —Unverified | 0 | 0 |
| A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction | Dec 1, 2020 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Reduced integration and improved segregation of functional brain networks in Alzheimer's disease | Feb 16, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Reduced neural activity during volatile anesthesia compared to TIVA: evidence from a novel EEG signal processing analysis | Sep 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment | Oct 3, 2023 | Binary ClassificationDeep Learning | —Unverified | 0 | 0 |
| Reducing training requirements through evolutionary based dimension reduction and subject transfer | Feb 6, 2016 | Brain Computer InterfaceDimensionality Reduction | —Unverified | 0 | 0 |
| Relate auditory speech to EEG by shallow-deep attention-based network | Mar 20, 2023 | Data AugmentationDeep Attention | —Unverified | 0 | 0 |
| Relating EEG recordings to speech using envelope tracking and the speech-FFR | Mar 11, 2023 | DecoderEEG | —Unverified | 0 | 0 |
| Relating EEG to continuous speech using deep neural networks: a review | Feb 3, 2023 | Deep LearningEEG | —Unverified | 0 | 0 |
| Relating the fundamental frequency of speech with EEG using a dilated convolutional network | Jul 5, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats | Nov 14, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Reliability and validity of TMS-EEG biomarkers | Jul 18, 2022 | DiagnosticEEG | —Unverified | 0 | 0 |
| Removal of Ocular Artifacts in EEG Using Deep Learning | Sep 24, 2022 | BenchmarkingDeep Learning | —Unverified | 0 | 0 |
| Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism | Apr 19, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT) | Feb 7, 2025 | EEG | —Unverified | 0 | 0 |
| REPAC: Reliable estimation of phase-amplitude coupling in brain networks | Nov 13, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning | May 13, 2025 | Continual LearningDomain Adaptation | —Unverified | 0 | 0 |
| EPOC Emotiv EEG Basics | Jun 17, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Reporting existing datasets for automatic epilepsy diagnosis and seizure detection | Jun 21, 2023 | EEGSeizure Detection | —Unverified | 0 | 0 |
| Representation learning for improved interpretability and classification accuracy of clinical factors from EEG | Oct 28, 2020 | DiagnosticEEG | —Unverified | 0 | 0 |
| Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification | Oct 22, 2023 | Brain Computer InterfaceData Poisoning | —Unverified | 0 | 0 |
| Research on Event-Related Desynchronization of Motor Imagery and Movement Based on Localized EEG Cortical Sources | Feb 27, 2025 | EEGMotor Imagery | —Unverified | 0 | 0 |
| A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis | Jul 6, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy | Mar 19, 2019 | EEGEEG Signal Classification | —Unverified | 0 | 0 |
| ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification | Jun 14, 2020 | ClassificationEdge-computing | —Unverified | 0 | 0 |
| Unveiling Emotions from EEG: A GRU-Based Approach | Jul 20, 2023 | EEGEmotion Classification | —Unverified | 0 | 0 |
| Resting state brain networks from EEG: Hidden Markov states vs. classical microstates | Jun 7, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Resting-state EEG sex classification using selected brain connectivity representation | Dec 21, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| A GA-based feature selection of the EEG signals by classification evaluation: Application in BCI systems | Jan 16, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis | Mar 27, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Rethinking Saliency Map: An Context-aware Perturbation Method to Explain EEG-based Deep Learning Model | May 30, 2022 | Deep LearningEEG | —Unverified | 0 | 0 |
| Retrieving Event-related Human Brain Dynamics from Natural Sentence Reading | Mar 29, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A framework to reconcile frequency scaling measurements, from intracellular recordings, local-field potentials, up to EEG and MEG signals | Nov 30, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Revealing the Self: Brainwave-Based Human Trait Identification | Dec 26, 2024 | Disease PredictionEEG | —Unverified | 0 | 0 |
| Review Dry and Non-Contact EEG Electrodes for 2010-2021 Years | Mar 23, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Review of algorithms for predicting fatigue using EEG | Jan 30, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Review of analytical instruments for EEG analysis | Mar 4, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations | May 17, 2024 | ArticlesEEG | —Unverified | 0 | 0 |
| Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis | Aug 6, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Review of medical data analysis based on spiking neural networks | Nov 13, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Review of Neural Networks in the EEG Signal Recognition | Nov 3, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |