| Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention | May 19, 2022 | Functional Connectivity | CodeCode Available | 0 |
| Symbolic dynamics of joint brain states during dyadic coordination | Aug 23, 2024 | EEGFunctional Connectivity | CodeCode Available | 0 |
| Identifiability in Functional Connectivity May Unintentionally Inflate Prediction Results | Aug 2, 2023 | Functional Connectivity | CodeCode Available | 0 |
| Reliability and predictability of phenotype information from functional connectivity in large imaging datasets | May 1, 2024 | Functional Connectivity | CodeCode Available | 0 |
| Computational limits to the legibility of the imaged human brain | Aug 23, 2023 | Functional ConnectivityGPU | CodeCode Available | 0 |
| A deep learning model for data-driven discovery of functional connectivity | Dec 7, 2021 | Functional Connectivity | CodeCode Available | 0 |
| RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020 | Feb 9, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity Analysis | Jan 30, 2020 | Functional Connectivityregression | CodeCode Available | 0 |
| An optimized pipeline for functional connectivity analysis in the rat brain | Jan 27, 2020 | DenoisingFunctional Connectivity | CodeCode Available | 0 |
| Neuronal functional connectivity graph estimation with the R package neurofuncon | Feb 8, 2024 | Functional Connectivity | CodeCode Available | 0 |
| Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings | Dec 1, 2020 | Functional ConnectivityTime Series | CodeCode Available | 0 |
| NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes | Sep 26, 2024 | 2-task Classification4-task Classification | CodeCode Available | 0 |
| ImageNomer: description of a functional connectivity and omics analysis tool and case study identifying a race confound | Feb 1, 2023 | Data VisualizationFunctional Connectivity | CodeCode Available | 0 |
| Somatomotor-Visual Resting State Functional Connectivity Increases After Two Years in the UK Biobank Longitudinal Cohort | Aug 15, 2023 | Functional Connectivity | CodeCode Available | 0 |
| Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response Prediction | Feb 28, 2025 | Drug Response PredictionFunctional Connectivity | CodeCode Available | 0 |
| Node-reconfiguring multilayer networks of human brain function | Oct 8, 2024 | Functional Connectivity | CodeCode Available | 0 |
| Connectivity-Inspired Network for Context-Aware Recognition | Sep 6, 2024 | Biologically-plausible TrainingCausal Discovery | CodeCode Available | 0 |
| Dynamic Functional Connectivity | Jan 9, 2023 | ClusteringFunctional Connectivity | CodeCode Available | 0 |
| Angle Basis: a Generative Model and Decomposition for Functional Connectivity | May 17, 2023 | Functional Connectivity | CodeCode Available | 0 |
| A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity Graphs | Sep 13, 2017 | Connectivity EstimationFunctional Connectivity | CodeCode Available | 0 |
| Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds | May 16, 2018 | Change DetectionFunctional Connectivity | CodeCode Available | 0 |
| GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional Connectivity | Mar 4, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning | Oct 5, 2023 | Explainable artificial intelligenceFunctional Connectivity | CodeCode Available | 0 |
| Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices | Apr 10, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy | May 17, 2021 | EEGFunctional Connectivity | CodeCode Available | 0 |