| Application of Common Spatial Patterns in Gravitational Waves Detection | Jan 11, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Where Is My Mind (looking at)? Predicting Visual Attention from Brain Activity | Jan 11, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EEG Based Emotion Sensing using convolutional neural networks | Jan 6, 2022 | Deep LearningEEG | —Unverified | 0 |
| Automatic Muscle Artifacts Identification and Removal from Single-Channel EEG Using Wavelet Transform with Meta-heuristically Optimized Non-local Means Filter | Jan 5, 2022 | Brain Computer InterfaceDenoising | —Unverified | 0 |
| Neural Network-Based Feature Extraction for Multi-Class Motor Imagery Classification | Jan 5, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Adaptive Template Enhancement for Improved Person Recognition using Small Datasets | Jan 3, 2022 | ClassificationEEG | —Unverified | 0 |
| DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked Potential Design with Bifold Canonical Correlation Analysis | Jan 2, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain-Supervised Image Editing | Jan 1, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals | Dec 30, 2021 | Computed Tomography (CT)EEG | —Unverified | 0 |
| Feature matching as improved transfer learning technique for wearable EEG | Dec 29, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Uncertainty Detection and Reduction in Neural Decoding of EEG Signals | Dec 28, 2021 | Data AugmentationDecision Making | CodeCode Available | 0 |
| An EEG-based approach for Parkinson's disease diagnosis using Capsule network | Dec 27, 2021 | ClassificationEEG | —Unverified | 0 |
| Temporal Analysis of Functional Brain Connectivity for EEG-based Emotion Recognition | Dec 23, 2021 | ClassificationEEG | —Unverified | 0 |
| Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG | Dec 18, 2021 | channel selectionDecision Making | CodeCode Available | 0 |
| Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces | Dec 18, 2021 | ClassificationEEG | —Unverified | 0 |
| AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data | Dec 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| ALEBk: Feasibility Study of Attention Level Estimation via Blink Detection applied to e-Learning | Dec 16, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Benchmarking Uncertainty Quantification on Biosignal Classification Tasks under Dataset Shift | Dec 16, 2021 | BenchmarkingClassification | —Unverified | 0 |
| Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media Memorability | Dec 15, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer Interface | Dec 15, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Progressive Graph Convolution Network for EEG Emotion Recognition | Dec 14, 2021 | EEGEEG Emotion Recognition | —Unverified | 0 |
| Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery Classification | Dec 14, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Differential EEG Characteristics during Working Memory Encoding and Re-encoding | Dec 13, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Reading Task Classification Using EEG and Eye-Tracking Data | Dec 12, 2021 | ClassificationEEG | CodeCode Available | 0 |
| Overview of The MediaEval 2021 Predicting Media Memorability Task | Dec 11, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey | Dec 8, 2021 | EEGEeg Decoding | —Unverified | 0 |
| DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals | Dec 8, 2021 | Dictionary LearningEEG | —Unverified | 0 |
| Extracting seizure onset from surface EEG with Independent Component Analysis: insights from simultaneous scalp and intracerebral EEG | Dec 2, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Comparison of inverse problem linear and non-linear methods for localization source: a combined TMS-EEG study | Nov 30, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Detection of Patients in Hospital Video Recordings | Nov 28, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Are Brain-Computer Interfaces Feasible with Integrated Photonic Chips? | Nov 22, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Structure-Preserving Graph Kernel for Brain Network Classification | Nov 21, 2021 | ClassificationEEG | —Unverified | 0 |
| Novel EEG based Schizophrenia Detection with IoMT Framework for Smart Healthcare | Nov 19, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Reconsidering Spatial Priors In EEG Source Estimation: Does White Matter Contribute to EEG Rhythms? | Nov 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection | Nov 16, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection | Nov 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series | Nov 11, 2021 | Decision MakingEEG | —Unverified | 0 |
| Symptoms of depersonalisation/derealisation disorder as measured by brain electrical activity: A systematic review | Nov 11, 2021 | DiagnosticEEG | —Unverified | 0 |
| A Novel TSK Fuzzy System Incorporating Multi-view Collaborative Transfer Learning for Personalized Epileptic EEG Detection | Nov 11, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Assessing learned features of Deep Learning applied to EEG | Nov 8, 2021 | Deep LearningEEG | —Unverified | 0 |
| EpilNet: A Novel Approach to IoT based Epileptic Seizure Prediction and Diagnosis System using Artificial Intelligence | Nov 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Human Mind Reading Using EEG Signals for Seizure Detection | Nov 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neural Network Based Epileptic EEG Detection and Classification | Nov 5, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Application of Machine Learning to Sleep Stage Classification | Nov 4, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions | Nov 3, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging | Nov 2, 2021 | Bayesian InferenceEEG | CodeCode Available | 0 |
| Subject Adaptive EEG-based Visual Recognition | Oct 26, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field | Oct 24, 2021 | Deep LearningEEG | —Unverified | 0 |
| High-Sensitivity Electric Potential Sensors for Non-Contact Monitoring of Physiological Signals | Oct 23, 2021 | Contact DetectionEEG | —Unverified | 0 |
| A channel attention based MLP-Mixer network for motor imagery decoding with EEG | Oct 21, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |