| Validating non-invasive EEG source imaging using optimal electrode configurations on a representative rat head model | Jan 25, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models | Jan 15, 2016 | Active LearningEEG | —Unverified | 0 |
| “Eyes Open – Eyes Closed” EEG/fMRI data set including dedicated “Carbon Wire Loop” motion detection channels | Jan 15, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Identifying Stable Patterns over Time for Emotion Recognition from EEG | Jan 10, 2016 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data | Jan 4, 2016 | ClusteringEEG | CodeCode Available | 0 |
| Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction | Dec 23, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Classification of weak multi-view signals by sharing factors in a mixture of Bayesian group factor analyzers | Dec 17, 2015 | ClassificationEEG | —Unverified | 0 |
| Decoding index finger position from EEG using random forests | Dec 14, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| MERLiN: Mixture Effect Recovery in Linear Networks | Dec 3, 2015 | Causal InferenceEEG | CodeCode Available | 0 |
| Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks | Nov 19, 2015 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Causal interpretation rules for encoding and decoding models in neuroimaging | Nov 15, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Feature Learning for EEG Recordings | Nov 13, 2015 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Granger Causality in Multi-variate Time Series using a Time Ordered Restricted Vector Autoregressive Model | Nov 11, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| The intrinsic value of HFO features as a biomarker of epileptic activity | Oct 13, 2015 | Dimensionality ReductionEEG | —Unverified | 0 |
| Sparsity-based Correction of Exponential Artifacts | Sep 24, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatio-temporal Spike and Slab Priors for Multiple Measurement Vector Problems | Aug 19, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Images from the Mind: BCI image evolution based on Rapid Serial Visual Presentation of polygon primitives | Jul 13, 2015 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Anomaly Detection and Removal Using Non-Stationary Gaussian Processes | Jul 2, 2015 | Anomaly DetectionEEG | —Unverified | 0 |
| Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization | Jun 29, 2015 | compressed sensingEEG | —Unverified | 0 |
| Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification | Jun 25, 2015 | Binary ClassificationDimensionality Reduction | —Unverified | 0 |
| Tensor Analysis and Fusion of Multimodal Brain Images | Jun 19, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Head-related Impulse Response Cues for Spatial Auditory Brain-computer Interface | Jun 14, 2015 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Investigating critical frequency bands and channels for EEG-based emotion recognition with deep neural networks | May 8, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Exploring EEG for Object Detection and Retrieval | Apr 9, 2015 | Content-Based Image RetrievalEEG | —Unverified | 0 |
| Two-step Input Spatial Auditory BCI for Japanese Kana Characters | Mar 10, 2015 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Supervised LogEuclidean Metric Learning for Symmetric Positive Definite Matrices | Feb 12, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Backward Renormalization Priors and the Cortical Source Localization Problem with EEG or MEG | Feb 11, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Difficulties applying recent blind source separation techniques to EEG and MEG | Jan 21, 2015 | blind source separationEEG | —Unverified | 0 |
| Sparse Bayesian Learning for EEG Source Localization | Jan 19, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Using Riemannian geometry for SSVEP-based Brain Computer Interface | Jan 14, 2015 | Brain Computer InterfaceEEG | CodeCode Available | 0 |
| Detecting Epileptic Seizures from EEG Data using Neural Networks | Dec 19, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Imagined speech classification using EEG | Dec 1, 2014 | ClassificationEEG | CodeCode Available | 0 |
| Covariance shrinkage for autocorrelated data | Dec 1, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings | Dec 1, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Canonical Polyadic Decomposition with Auxiliary Information for Brain Computer Interface | Oct 23, 2014 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Prediction of Synchrostate Transitions in EEG Signals Using Markov Chain Models | Oct 20, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Artifact reduction in multichannel pervasive EEG using hybrid WPT-ICA and WPT-EMD signal decomposition techniques | Oct 20, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Classification of Autism Spectrum Disorder Using Supervised Learning of Brain Connectivity Measures Extracted from Synchrostates | Oct 20, 2014 | ClassificationEEG | —Unverified | 0 |
| Feature Learning from Incomplete EEG with Denoising Autoencoder | Oct 3, 2014 | Brain Computer InterfaceDenoising | —Unverified | 0 |
| Identification of Dynamic functional brain network states Through Tensor Decomposition | Oct 2, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and Octave | Sep 24, 2014 | Arrhythmia DetectionEEG | CodeCode Available | 0 |
| Object Segmentation in Images using EEG Signals | Aug 19, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| New crossover operators for multiple subset selection tasks | Aug 6, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Subspace metrics for multivariate dictionaries and application to EEG | Jul 14, 2014 | ClusteringDictionary Learning | CodeCode Available | 0 |
| Dimensionality reduction for time series data | Jun 14, 2014 | Dimensionality ReductionEEG | —Unverified | 0 |
| Spatial Neural Networks and their Functional Samples: Similarities and Differences | May 3, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| New functions for a multipurpose multimodal tool for phonetic and linguistic analysis of very large speech corpora | May 1, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals | Apr 21, 2014 | Brain Computer Interfacecompressed sensing | —Unverified | 0 |
| Human brain distinctiveness based on EEG spectral coherence connectivity | Mar 23, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Sleep Analytics and Online Selective Anomaly Detection | Mar 2, 2014 | Anomaly DetectionEEG | —Unverified | 0 |