| Reduced integration and improved segregation of functional brain networks in Alzheimer's disease | Feb 16, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-View Bayesian Correlated Component Analysis | Feb 7, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification | Jan 30, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Extension of the non-parametric cluster-based time-frequency statistics to the full time windows and to single condition tests | Jan 29, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Anticipating epileptic seizures through the analysis of EEG synchronization as a data classification problem | Jan 24, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| To jump or not to jump: The Bereitschaftspotential required to jump into 192-meter abyss | Jan 22, 2018 | Decision MakingEEG | —Unverified | 0 |
| A Data Driven Approach for Resting-state EEG signal Classification of Schizophrenia with Control Participants using Random Matrix Theory | Jan 17, 2018 | ClassificationEEG | —Unverified | 0 |
| Improvement of Resting-state EEG Analysis Process with Spectrum Weight-Voting based on LES | Jan 17, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Time Series Segmentation through Automatic Feature Learning | Jan 16, 2018 | Activity RecognitionEEG | —Unverified | 0 |
| An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach | Jan 16, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Plasma Brain Dynamics (PBD): A Mechanism for EEG Waves Under Human Consciousness | Jan 16, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification | Jan 14, 2018 | ClassificationEEG | —Unverified | 0 |
| Context tree selection for functional data | Jan 11, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Deep Classification of Epileptic Signals | Jan 11, 2018 | ClassificationEEG | —Unverified | 0 |
| Gated Recurrent Networks for Seizure Detection | Jan 3, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Semi-automated Annotation of Signal Events in Clinical EEG Data | Jan 3, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Optimizing Channel Selection for Seizure Detection | Jan 3, 2018 | Artifact Detectionchannel selection | —Unverified | 0 |
| The Temple University Hospital Seizure Detection Corpus | Jan 3, 2018 | DescriptiveEEG | —Unverified | 0 |
| Improved EEG Event Classification Using Differential Energy | Jan 3, 2018 | ClassificationEEG | —Unverified | 0 |
| An Analysis of Two Common Reference Points for EEGs | Jan 3, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Objective evaluation metrics for automatic classification of EEG events | Dec 29, 2017 | ClassificationEEG | —Unverified | 0 |
| Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures | Dec 28, 2017 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Deep Architectures for Automated Seizure Detection in Scalp EEGs | Dec 28, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Report: Dynamic Eye Movement Matching and Visualization Tool in Neuro Gesture | Dec 27, 2017 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Towards Deep Modeling of Music Semantics using EEG Regularizers | Dec 14, 2017 | Cross-Modal RetrievalEEG | —Unverified | 0 |
| MV-PURE Spatial Filters with Application to EEG/MEG Source Reconstruction | Dec 8, 2017 | EEG | —Unverified | 0 |
| Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks | Dec 6, 2017 | ClassificationEEG | —Unverified | 0 |
| Subject Selection on a Riemannian Manifold for Unsupervised Cross-subject Seizure Detection | Dec 1, 2017 | ClusteringEEG | —Unverified | 0 |
| Targeting EEG/LFP Synchrony with Neural Nets | Dec 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms | Dec 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EEG-assisted Modulation of Sound Sources in the Auditory Scene | Nov 28, 2017 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Post-hoc labeling of arbitrary EEG recordings for data-efficient evaluation of neural decoding methods | Nov 22, 2017 | BenchmarkingEEG | —Unverified | 0 |
| Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease | Nov 22, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding | Nov 21, 2017 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security | Nov 20, 2017 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Real-time fMRI neurofeedback of the mediodorsal and anterior thalamus enhances correlation between thalamic BOLD activity and alpha EEG rhythm | Nov 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neurology-as-a-Service for the Developing World | Nov 16, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks | Nov 16, 2017 | EEGEeg Decoding | —Unverified | 0 |
| An EEG-based Image Annotation System | Nov 7, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Occipital and left temporal EEG correlates of phenomenal consciousness | Nov 5, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Transfer Learning for Error Decoding from Non-Invasive EEG | Oct 25, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Effects of Images with Different Levels of Familiarity on EEG | Oct 12, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring | Oct 2, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Unidirectional brain to muscle connectivity reveals motor cortex control of leg muscles during stereotyped walking | Oct 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Generative Adversarial Networks Conditioned by Brain Signals | Oct 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Accounting for the Complex Hierarchical Topology of EEG Phase-Based Functional Connectivity in Network Binarisation | Sep 29, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis | Sep 26, 2017 | Activity RecognitionEEG | —Unverified | 0 |
| Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals | Sep 26, 2017 | Brain Computer InterfaceEEG | CodeCode Available | 0 |
| Ensemble Classifier for Eye State Classification using EEG Signals | Sep 25, 2017 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Neonatal Seizure Detection using Convolutional Neural Networks | Sep 18, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |