| Improved Explanatory Efficacy on Human Affect and Workload through Interactive Process in Artificial Intelligence | Dec 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Seizure Prediction Using Bidirectional LSTM | Dec 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Pipeline for EEG Artifact Reduction (APPEAR) Recorded during fMRI | Dec 11, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Analysis of Cardiovascular Changes Caused by Epileptic Seizures in Human Photoplethysmogram Signal | Dec 11, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals | Dec 11, 2019 | Classificationcompressed sensing | —Unverified | 0 |
| Navigating in Virtual Reality using Thought: The Development and Assessment of a Motor Imagery based Brain-Computer Interface | Dec 10, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Integration of Simultaneous Resting-State Electroencephalography, Functional Magnetic Resonance Imaging, and Eye-Tracker Methods to Determine and Verify Electroencephalography Vigilance Measure | Dec 10, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neural Memory Networks for Seizure Type Classification | Dec 10, 2019 | ClassificationEEG | —Unverified | 0 |
| edBB: Biometrics and Behavior for Assessing Remote Education | Dec 10, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Classification of Brainwave Signals Based on Hybrid Deep Learning and an Evolutionary Algorithm | Dec 8, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Phase/amplitude synchronization of brain signals during motor imagery BCI tasks | Dec 5, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Hybrid multi-objective evolutionary algorithm based on Search Manager framework for big data optimization problems | Dec 5, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Extreme Learning Machine design for dealing with unrepresentative features | Dec 4, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Universal Adversarial Perturbations for CNN Classifiers in EEG-Based BCIs | Dec 3, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI | Dec 1, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model | Nov 29, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Universal EEG Encoder for Learning Diverse Intelligent Tasks | Nov 26, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Improving EEG based Continuous Speech Recognition | Nov 24, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Quantum calcium-ion interactions with EEG | Nov 23, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Exploring machine learning approaches for classifying mental workload using fNIRS data from HCI tasks | Nov 19, 2019 | EEG | CodeCode Available | 0 |
| Evaluation of techniques for predicting seizure Build up | Nov 16, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis | Nov 14, 2019 | Dimensionality ReductionEEG | —Unverified | 0 |
| Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface | Nov 11, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events | Nov 11, 2019 | ClassificationEEG | CodeCode Available | 0 |
| White-Box Target Attack for EEG-Based BCI Regression Problems | Nov 7, 2019 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces | Nov 7, 2019 | Active LearningDeep Learning | —Unverified | 0 |
| An automated approach for task evaluation using EEG signals | Nov 7, 2019 | Dimensionality ReductionEEG | —Unverified | 0 |
| Decoding of visual-related information from the human EEG using an end-to-end deep learning approach | Nov 1, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| On the effects of pseudorandom and quantum-random number generators in soft computing | Oct 28, 2019 | ClassificationCPU | CodeCode Available | 0 |
| Differences in MEG and EEG power-law scaling explained by a coupling between spatial coherence and frequency: a simulation study | Oct 24, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Screening for REM Sleep Behaviour Disorder with Minimal Sensors | Oct 24, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging | Oct 24, 2019 | Deep LearningEEG | CodeCode Available | 1 |
| Direct Estimation of Differential Functional Graphical Models | Oct 22, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening | Oct 22, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Order patterns, their variation and change points in financial time series and Brownian motion | Oct 21, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task | Oct 21, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI | Oct 17, 2019 | Brain Computer InterfaceDomain Adaptation | CodeCode Available | 0 |
| Ballistocardiogram artifact reduction in simultaneous EEG-fMRI using deep learning | Oct 15, 2019 | Deep LearningEEG | —Unverified | 0 |
| Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces | Oct 14, 2019 | Domain AdaptationEEG | CodeCode Available | 0 |
| Decoding Working Memory Load from EEG with LSTM Networks | Oct 12, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neural Memory Plasticity for Anomaly Detection | Oct 12, 2019 | Anomaly DetectionEEG | —Unverified | 0 |
| Increasing the Detectability of Phase-Amplitude Coupling | Oct 10, 2019 | DiagnosticEEG | —Unverified | 0 |
| On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing | Oct 10, 2019 | ClassificationCPU | —Unverified | 0 |
| Using Deep Learning and Machine Learning to Detect Epileptic Seizure with Electroencephalography (EEG) Data | Oct 6, 2019 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| MUTLA: A Large-Scale Dataset for Multimodal Teaching and Learning Analytics | Oct 5, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-subject MEG/EEG source imaging with sparse multi-task regression | Oct 3, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Mental Task Classification Using Electroencephalogram Signal | Oct 2, 2019 | ClassificationDecoder | CodeCode Available | 0 |
| A Deep Cybersickness Predictor Based on Brain Signal Analysis for Virtual Reality Contents | Oct 1, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Biomagnetic signals recorded during transcranial magnetic stimulation (TMS)-evoked peripheral muscular activity | Sep 25, 2019 | DiagnosticEEG | —Unverified | 0 |
| Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks | Sep 25, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |