| 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 |
| EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network | Nov 17, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| 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 |
| Fader Networks for domain adaptation on fMRI: ABIDE-II study | Oct 14, 2020 | Domain AdaptationFunctional Connectivity | CodeCode Available | 1 |
| 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 |
| From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional Connectivity | Aug 7, 2020 | BIG-bench Machine LearningFunctional Connectivity | CodeCode Available | 1 |
| From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity | Aug 7, 2020 | BIG-bench Machine LearningFunctional Connectivity | CodeCode Available | 1 |
| 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 |
| Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review | Jul 2, 2020 | AnatomyFunctional Connectivity | —Unverified | 0 |
| Dynamic Functional Connectivity and Graph Convolution Network for Alzheimer's Disease Classification | Jun 24, 2020 | Functional ConnectivityGeneral Classification | —Unverified | 0 |