| Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain--Machine Interfaces | Apr 24, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Brain-based control of car infotainment | Apr 24, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Multi-level Binarized LSTM in EEG Classification for Wearable Devices | Apr 19, 2020 | ClassificationEEG | —Unverified | 0 |
| MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification | Apr 19, 2020 | BinarizationClassification | —Unverified | 0 |
| Postural control adaptation and habituation during vibratory proprioceptive stimulation: an HD-EEG investigation of cortical recruitment and kinematics | Apr 19, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Detecting Driver's Distraction using Long-term Recurrent Convolutional Network | Apr 14, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Local Model Feature Transformations | Apr 13, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016 | Apr 13, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Deep transfer learning for improving single-EEG arousal detection | Apr 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Object classification from randomized EEG trials | Apr 9, 2020 | ClassificationEEG | —Unverified | 0 |
| Advancing Speech Synthesis using EEG | Apr 9, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Investigating EEG-Based Functional Connectivity Patterns for Multimodal Emotion Recognition | Apr 4, 2020 | Brain Computer InterfaceClustering | —Unverified | 0 |
| Improving auditory attention decoding performance of linear and non-linear methods using state-space model | Apr 2, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection | Apr 2, 2020 | ClassificationEEG | —Unverified | 0 |
| Stationarity of Time-Series on Graph via Bivariate Translation Invariance | Apr 1, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing | Mar 31, 2020 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| EEG Signal Classification using Variational Mode Decomposition | Mar 28, 2020 | ClassificationEEG | —Unverified | 0 |
| A Novel Deep Learning Architecture for Decoding Imagined Speech from EEG | Mar 19, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Decoding Imagined Speech using Wavelet Features and Deep Neural Networks | Mar 19, 2020 | ClassificationEEG | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| Multi-Scale Neural network for EEG Representation Learning in BCI | Mar 2, 2020 | Brain Computer InterfaceEEG | —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 |
| 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 |
| Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining | Feb 4, 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 |
| 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 |
| MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition | Jan 30, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| A Rule-Based EEG Classification System for Discrimination of Hand Motor Attempts in Stroke Patients | Jan 30, 2020 | ClassificationEEG | —Unverified | 0 |