| EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications | Jan 28, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| WISDoM: characterizing neurological timeseries with the Wishart distribution | Jan 28, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EEG fingerprinting: subject specific signature based on the aperiodic component of power spectrum | Jan 26, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Epileptic Seizure Detection and Classification using Time-Frequency Features in EEG Signals | Jan 23, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Using Double Contractions to Derive the Structure of Slice-Wise Multiplications of Tensors with Applications to Semi-Blind MIMO OFDM | Jan 17, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning | Jan 8, 2020 | Brain Computer InterfaceDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Implicit Human Feedback | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Ensemble emotion recognizing with multiple modal physiological signals | Jan 1, 2020 | ClassificationEEG | —Unverified | 0 |
| EEG based Continuous Speech Recognition using Transformers | Dec 31, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Comparison of the P300 detection accuracy related to the BCI speller and image recognition scenarios | Dec 24, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-Modal Neuroimaging Analysis and Visualization Tool (MMVT) | Dec 20, 2019 | Data VisualizationEEG | CodeCode Available | 0 |
| Bayesian Topological Learning for Brain State Classification | Dec 18, 2019 | ClassificationEEG | —Unverified | 0 |
| Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation | Dec 17, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Continuous Speech Recognition using EEG and Video | Dec 16, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A novel spike-and-wave automatic detection in EEG signals | Dec 15, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| 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 |
| Analysis of Cardiovascular Changes Caused by Epileptic Seizures in Human Photoplethysmogram Signal | Dec 11, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Pipeline for EEG Artifact Reduction (APPEAR) Recorded during fMRI | Dec 11, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals | Dec 11, 2019 | Classificationcompressed sensing | —Unverified | 0 |
| Neural Memory Networks for Seizure Type Classification | Dec 10, 2019 | ClassificationEEG | —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 |
| 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 |
| Classification of Brainwave Signals Based on Hybrid Deep Learning and an Evolutionary Algorithm | Dec 8, 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 |
| Phase/amplitude synchronization of brain signals during motor imagery BCI tasks | Dec 5, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 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 |
| Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events | Nov 11, 2019 | ClassificationEEG | CodeCode Available | 0 |
| Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface | Nov 11, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| White-Box Target Attack for EEG-Based BCI Regression Problems | Nov 7, 2019 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| An automated approach for task evaluation using EEG signals | Nov 7, 2019 | Dimensionality ReductionEEG | —Unverified | 0 |
| Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces | Nov 7, 2019 | Active LearningDeep Learning | —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 |
| Screening for REM Sleep Behaviour Disorder with Minimal Sensors | Oct 24, 2019 | EEGElectroencephalogram (EEG) | 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 |
| Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening | Oct 22, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Direct Estimation of Differential Functional Graphical Models | 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 |