| A Linear Generative Framework for Structure-Function Coupling in the Human Brain | Jul 8, 2025 | Functional Connectivity | —Unverified | 0 |
| Functional Architecture of the Human Hypothalamus: Cortical Coupling and Subregional Organization Using 7-Tesla fMRI | Jun 6, 2025 | Functional Connectivity | —Unverified | 0 |
| Probing Neural Topology of Large Language Models | Jun 1, 2025 | Functional ConnectivityGraph Matching | CodeCode Available | 0 |
| Weak but influential: Nonlinear contributions of structural connectivity to human cognitive abilities and brain functions | May 30, 2025 | Functional Connectivity | —Unverified | 0 |
| Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG | May 29, 2025 | EEGFeature Importance | —Unverified | 0 |
| Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling | May 21, 2025 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry | May 20, 2025 | EEGFunctional Connectivity | —Unverified | 0 |
| Learning High-Order Relationships with Hypergraph Attention-based Spatio-Temporal Aggregation for Brain Disease Analysis | May 17, 2025 | Functional Connectivity | —Unverified | 0 |
| The classification of Alzheimer's disease and mild cognitive impairment improved by dynamic functional network analysis | May 6, 2025 | Functional Connectivity | —Unverified | 0 |
| Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS | Apr 29, 2025 | DiagnosticFunctional Connectivity | —Unverified | 0 |
