| Functional Connectivity Methods for EEG-based Biometrics on a Large, Heterogeneous Dataset | Jun 3, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution | May 21, 2022 | AnatomyFunctional Connectivity | —Unverified | 0 |
| DELMAR: Deep Linear Matrix Approximately Reconstruction to Extract Hierarchical Functional Connectivity in the Human Brain | May 20, 2022 | Functional Connectivity | —Unverified | 0 |
| Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention | May 19, 2022 | Functional Connectivity | CodeCode Available | 0 |
| How can I investigate causal brain networks with iEEG? | May 14, 2022 | Functional Connectivity | —Unverified | 0 |
| Learning Multitask Gaussian Bayesian Networks | May 11, 2022 | Functional Connectivity | —Unverified | 0 |
| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 |
| Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm | Apr 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| NeoRS: a neonatal resting state fMRI data preprocessing pipeline | Apr 8, 2022 | Functional ConnectivitySpecificity | CodeCode Available | 0 |
| Cluster Synchronization of Kuramoto Oscillators and the Method of Averaging | Apr 6, 2022 | Functional Connectivity | —Unverified | 0 |
| Revealing directed effective connectivity of cortical neuronal networks from measurements | Apr 6, 2022 | Functional Connectivity | —Unverified | 0 |
| Cross-Frequency Coupling Increases Memory Capacity in Oscillatory Neural Networks | Apr 5, 2022 | Functional ConnectivityHippocampus | —Unverified | 0 |
| Contrastive Graph Learning for Population-based fMRI Classification | Mar 26, 2022 | ClassificationFunctional Connectivity | CodeCode Available | 1 |
| Mode decomposition-based time-varying phase synchronization for fMRI Data | Mar 26, 2022 | Functional Connectivity | —Unverified | 0 |
| BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks | Mar 17, 2022 | Functional Connectivity | CodeCode Available | 2 |
| Disentangled Spatiotemporal Graph Generative Models | Feb 28, 2022 | DisentanglementFunctional Connectivity | —Unverified | 0 |
| Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study | Feb 22, 2022 | DiversityFunctional Connectivity | —Unverified | 0 |
| Improving the Level of Autism Discrimination through GraphRNN Link Prediction | Feb 19, 2022 | feature selectionFunctional Connectivity | —Unverified | 0 |
| Functional Connectivity Based Classification of ADHD Using Different Atlases | Feb 18, 2022 | ClassificationFunctional Connectivity | CodeCode Available | 0 |
| Early Disease Stage Characterization in Parkinson's Disease from Resting-state fMRI Data Using a Long Short-term Memory Network | Feb 11, 2022 | BIG-bench Machine LearningFunctional Connectivity | —Unverified | 0 |
| Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging Data | Feb 11, 2022 | Functional ConnectivityL2 Regularization | CodeCode Available | 1 |
| Novel Machine Learning Approaches for Improving the Reproducibility and Reliability of Functional and Effective Connectivity from Functional MRI | Jan 31, 2022 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| The positive-negative mode link between brain connectivity, demographics, and behavior: A pre-registered replication of Smith et al. 2015 | Jan 25, 2022 | Functional Connectivity | —Unverified | 0 |
| Control Theory Illustrates the Energy Efficiency in the Dynamic Reconfiguration of Functional Connectivity | Jan 7, 2022 | Functional Connectivity | —Unverified | 0 |
| MHATC: Autism Spectrum Disorder identification utilizing multi-head attention encoder along with temporal consolidation modules | Dec 27, 2021 | Functional Connectivity | —Unverified | 0 |
