| Mindfulness Improves Brain Computer Interface Performance by Increasing Control over Neural Activity in the Alpha Band | Mar 13, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| An Improved EEG Acquisition Protocol Facilitates Localized Neural Activation | Mar 13, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Ultra Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification | Mar 13, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting | Mar 11, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis | Mar 8, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Speaker Identification using EEG | Mar 7, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification | Mar 3, 2020 | Autonomous DrivingClassification | —Unverified | 0 |
| Multi-Scale Neural network for EEG Representation Learning in BCI | Mar 2, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Analysis of Gait-Event-related Brain Potentials During Instructed And Spontaneous Treadmill Walking -- Technical Affordances and used Methods | Mar 2, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Generating EEG features from Acoustic features | Feb 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Depression Detection using Resting State Three-channel EEG Signal | Feb 27, 2020 | Depression DetectionEEG | —Unverified | 0 |
| CLARA: Clinical Report Auto-completion | Feb 26, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A study of resting-state EEG biomarkers for depression recognition | Feb 23, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Speech Synthesis using EEG | Feb 22, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multimodal pathophysiological dataset of gradual cerebral ischemia in a cohort of juvenile pigs | Feb 21, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| MODMA dataset: a Multi-modal Open Dataset for Mental-disorder Analysis | Feb 20, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots | Feb 18, 2020 | Binary ClassificationEEG | —Unverified | 0 |
| Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots | Feb 18, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Effective Correlates of Motor Imagery Performance based on Default Mode Network in Resting-State | Feb 11, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Machine-Learning-Based Diagnostics of EEG Pathology | Feb 11, 2020 | BIG-bench Machine LearningEEG | CodeCode Available | 1 |
| Design and Implementation of Butterworth, Chebyshev-I and Elliptic Filter for Speech Signal Analysis | Feb 8, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Continuous Silent Speech Recognition using EEG | Feb 6, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DeepBrain: Towards Personalized EEG Interaction through Attentional and Embedded LSTM Learning | Feb 6, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review | Feb 4, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining | Feb 4, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Neural Oscillations for Encoding and Decoding Declarative Memory using EEG Signals | Feb 4, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Siamese Neural Networks for EEG-based Brain-computer Interfaces | Feb 3, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Towards Brain-Computer Interfaces for Drone Swarm Control | Feb 3, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| The Sylvester Graphical Lasso (SyGlasso) | Feb 1, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Classification of High-Dimensional Motor Imagery Tasks based on An End-to-end role assigned convolutional neural network | Feb 1, 2020 | Brain Computer InterfaceEEG | CodeCode Available | 0 |
| Simultaneous Skull Conductivity and Focal Source Imaging from EEG Recordings with the help of Bayesian Uncertainty Modelling | Jan 31, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Rule-Based EEG Classification System for Discrimination of Hand Motor Attempts in Stroke Patients | Jan 30, 2020 | ClassificationEEG | —Unverified | 0 |
| MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition | Jan 30, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Tiny noise, big mistakes: Adversarial perturbations induce errors in Brain-Computer Interface spellers | Jan 30, 2020 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild | Jan 29, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| WISDoM: characterizing neurological timeseries with the Wishart distribution | Jan 28, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| 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 |
| 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 |
| Ensemble emotion recognizing with multiple modal physiological signals | Jan 1, 2020 | ClassificationEEG | —Unverified | 0 |
| Deep Reinforcement Learning with Implicit Human Feedback | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | —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 |