| Modular Boundaries in Recurrent Neural Networks | Oct 31, 2023 | Community DetectionDimensionality Reduction | CodeCode Available | 2 | 5 |
| BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks | Mar 17, 2022 | Functional Connectivity | CodeCode Available | 2 | 5 |
| MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI | Jul 3, 2024 | Functional ConnectivityGraph Neural Network | CodeCode Available | 2 | 5 |
| CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis | Jan 4, 2023 | Functional ConnectivityGraph Neural Network | CodeCode Available | 1 | 5 |
| Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis | Mar 24, 2020 | Functional ConnectivityTime Series | CodeCode Available | 1 | 5 |
| Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm | Apr 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer | Jun 4, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| 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 | 5 |
| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 | 5 |
| Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity | Sep 7, 2021 | Action RecognitionFunctional Connectivity | CodeCode Available | 1 | 5 |
| Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging Data | Feb 11, 2022 | Functional ConnectivityL2 Regularization | CodeCode Available | 1 | 5 |
| Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification | Sep 4, 2021 | ClassificationDomain Generalization | CodeCode Available | 1 | 5 |
| Contrastive Graph Learning for Population-based fMRI Classification | Mar 26, 2022 | ClassificationFunctional Connectivity | CodeCode Available | 1 | 5 |
| Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis | Jan 10, 2020 | Functional ConnectivityGeneral Classification | CodeCode Available | 1 | 5 |
| An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment | Jul 24, 2023 | Functional ConnectivityGraph Attention | CodeCode Available | 1 | 5 |
| Data-Driven Network Neuroscience: On Data Collection and Benchmark | Nov 11, 2022 | Functional Connectivity | CodeCode Available | 1 | 5 |
| EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network | Nov 17, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Fader Networks for domain adaptation on fMRI: ABIDE-II study | Oct 14, 2020 | Domain AdaptationFunctional Connectivity | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Functional connectivity ensemble method to enhance BCI performance (FUCONE) | Nov 4, 2021 | Brain Computer InterfaceDiversity | CodeCode Available | 1 | 5 |
| Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention | May 27, 2021 | Functional Connectivity | CodeCode Available | 1 | 5 |
| HappyFeat -- An interactive and efficient BCI framework for clinical applications | Oct 4, 2023 | Brain Computer Interfacefeature selection | CodeCode Available | 1 | 5 |
| A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification | Feb 14, 2023 | Functional ConnectivityGraph Embedding | CodeCode Available | 0 | 5 |
| A deep learning model for data-driven discovery of functional connectivity | Dec 7, 2021 | Functional Connectivity | CodeCode Available | 0 | 5 |
| Functional Connectivity Based Classification of ADHD Using Different Atlases | Feb 18, 2022 | ClassificationFunctional Connectivity | CodeCode Available | 0 | 5 |
