| RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020 | Feb 9, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI | Jan 24, 2021 | Functional Connectivity | CodeCode Available | 0 |
| Ensemble manifold based regularized multi-modal graph convolutional network for cognitive ability prediction | Jan 20, 2021 | Functional ConnectivityGraph Embedding | —Unverified | 0 |
| Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality | Jan 12, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI | Jan 6, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Weighted Ensemble-model and Network Analysis: A method to predict fluid intelligence via naturalistic functional connectivity | Jan 6, 2021 | BIG-bench Machine LearningFunctional Connectivity | —Unverified | 0 |
| Improving J-divergence of brain connectivity states by graph Laplacian denoising | Dec 21, 2020 | Connectivity EstimationDenoising | —Unverified | 0 |
| fMRI-Kernel Regression: A Kernel-based Method for Pointwise Statistical Analysis of rs-fMRI for Population Studies | Dec 13, 2020 | Functional ConnectivityTime Series Analysis | —Unverified | 0 |
| Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings | Dec 1, 2020 | Functional ConnectivityTime Series | CodeCode Available | 0 |
| A Multi-Task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity | Nov 17, 2020 | Functional ConnectivityMulti-Task Learning | —Unverified | 0 |
| Temporary changes in large-scale memory neural networks after fear learning and extinction in healthy adults | Oct 31, 2020 | Functional ConnectivityHippocampus | —Unverified | 0 |
| Sparse Symmetric Tensor Regression for Functional Connectivity Analysis | Oct 28, 2020 | Functional Connectivityregression | —Unverified | 0 |
| The lure of misleading causal statements in functional connectivity research | Oct 23, 2020 | Functional Connectivity | —Unverified | 0 |
| Multiple-view clustering for identifying subject clusters and brain sub-networks using functional connectivity matrices without vectorization | Oct 20, 2020 | ClusteringFunctional Connectivity | —Unverified | 0 |
| Penalized model-based clustering of fMRI data | Oct 13, 2020 | ClusteringFunctional Connectivity | —Unverified | 0 |
| Entropic Causal Inference for Neurological Applications | Oct 8, 2020 | Causal InferenceFunctional Connectivity | —Unverified | 0 |
| Distance Correlation Based Brain Functional Connectivity Estimation and Non-Convex Multi-Task Learning for Developmental fMRI Studies | Sep 30, 2020 | Connectivity EstimationFunctional Connectivity | —Unverified | 0 |
| Evaluating phase synchronization methods in fMRI: a comparison study and new approaches | Sep 21, 2020 | ClusteringFunctional Connectivity | —Unverified | 0 |
| Learning differentially reorganizes brain activity and connectivity | Sep 10, 2020 | Functional Connectivity | —Unverified | 0 |
| Deep sr-DDL: Deep Structurally Regularized Dynamic Dictionary Learning to Integrate Multimodal and Dynamic Functional Connectomics data for Multidimensional Clinical Characterizations | Aug 27, 2020 | Dictionary LearningFunctional Connectivity | —Unverified | 0 |
| Anticipated synchronization in human EEG data: unidirectional causality with negative phase-lag | Aug 25, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Revisiting non-linear functional brain co-activations: directed, dynamic and delayed | Jul 30, 2020 | Functional Connectivity | CodeCode Available | 0 |
| Online neural connectivity estimation with ensemble stimulation | Jul 27, 2020 | Bayesian Inferencecompressed sensing | CodeCode Available | 0 |
| Preliminary Assessment of hands motor imagery in theta- and beta-bands for Brain-Machine-Interfaces using functional connectivity analysis | Jul 25, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| On the variability of functional connectivity and network measures in source-reconstructed EEG time-series | Jul 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |