| Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis | Aug 6, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Uncovering the structure of clinical EEG signals with self-supervised learning | Jul 31, 2020 | EEGEEG based sleep staging | CodeCode Available | 1 |
| Evidence of Task-Independent Person-Specific Signatures in EEG using Subspace Techniques | Jul 27, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Preliminary Assessment of hands motor imagery in theta- and beta-bands for Brain-Machine-Interfaces using functional connectivity analysis | Jul 25, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning | Jul 24, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture | Jul 22, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learning | Jul 21, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Improving P300 Speller performance by means of optimization and machine learning | Jul 13, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| On the variability of functional connectivity and network measures in source-reconstructed EEG time-series | Jul 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification | Jul 9, 2020 | Automatic Sleep Stage ClassificationClassification | CodeCode Available | 0 |
| Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 2 | Jul 7, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 1 | Jul 6, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Tensor Convolutional Sparse Coding with Low-Rank activations, an application to EEG analysis | Jul 6, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline | Jul 3, 2020 | ClassificationEEG | CodeCode Available | 1 |
| Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures | Jul 2, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Epileptic Seizures Detection Using Deep Learning Techniques: A Review | Jul 2, 2020 | Cloud ComputingDeep Learning | —Unverified | 0 |
| A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs | Jul 1, 2020 | Deep LearningEEG | —Unverified | 0 |
| Computing extracellular electric potentials from neuronal simulations | Jun 30, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Subject-Aware Contrastive Learning for Biosignals | Jun 30, 2020 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Accelerating Reinforcement Learning Agent with EEG-based Implicit Human Feedback | Jun 30, 2020 | Autonomous DrivingEEG | —Unverified | 0 |
| Emotion self-regulation training in major depressive disorder using simultaneous real-time fMRI and EEG neurofeedback | Jun 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Application of statistical analysis to working memory problem | Jun 28, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An Evoked Potential-Guided Deep Learning Brain Representation For Visual Classification | Jun 27, 2020 | ClassificationEEG | —Unverified | 0 |
| Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals | Jun 25, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 2 |
| Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations | Jun 21, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data | Jun 17, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Staging Epileptogenesis with Deep Neural Networks | Jun 17, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Graph Convolutional Neural Networks for analysis of EEG signals, BCI application | Jun 16, 2020 | Deep LearningEEG | CodeCode Available | 0 |
| GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals | Jun 16, 2020 | Brain Computer InterfaceEEG | CodeCode Available | 2 |
| Neural mass modeling of slow-fast dynamics of seizure initiation and abortion | Jun 15, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Classification and Recognition of Encrypted EEG Data Neural Network | Jun 15, 2020 | Brain Computer InterfaceClassification | —Unverified | 0 |
| ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification | Jun 14, 2020 | ClassificationEdge-computing | —Unverified | 0 |
| Importance Weighting with a Adversarial Network for Large-Scale Sleep Staging | Jun 12, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| The eyes know it: FakeET -- An Eye-tracking Database to Understand Deepfake Perception | Jun 12, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Towards Early Diagnosis of Epilepsy from EEG Data | Jun 11, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation | Jun 9, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Human brain activity for machine attention | Jun 9, 2020 | Dimensionality ReductionEEG | —Unverified | 0 |
| EnK: Encoding time-information in convolution | Jun 7, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Data Augmentation for Enhancing EEG-based Emotion Recognition with Deep Generative Models | Jun 4, 2020 | Data AugmentationEEG | —Unverified | 0 |
| Review of the State-of-the-art on Bio-signal-based Brain-controlled Vehicles | Jun 3, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Epileptic seizure prediction using Pearson's product-moment correlation coefficient of a linear classifier from generalized Gaussian modeling | Jun 2, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Constrained Variational Autoencoder for improving EEG based Speech Recognition Systems | Jun 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB | Jun 1, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces | May 31, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Understanding effect of speech perception in EEG based speech recognition systems | May 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Predicting Different Acoustic Features from EEG and towards direct synthesis of Audio Waveform from EEG | May 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Improving EEG based continuous speech recognition using GAN | May 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Monitoring fetal electroencephalogram intrapartum: a systematic literature review | May 27, 2020 | DiagnosticEEG | —Unverified | 0 |
| An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database | May 25, 2020 | channel selectionEEG | —Unverified | 0 |
| Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting | May 23, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |