| Latent Representation Learning for Multimodal Brain Activity Translation | Sep 27, 2024 | EEGFunctional Connectivity | —Unverified | 0 |
| A novel brain registration model combining structural and functional MRI information | Sep 26, 2024 | Functional Connectivity | —Unverified | 0 |
| NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes | Sep 26, 2024 | 2-task Classification4-task Classification | CodeCode Available | 0 |
| Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism Detection | Sep 18, 2024 | Autism detectionFunctional Connectivity | CodeCode Available | 0 |
| Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations | Sep 17, 2024 | Functional Connectivity | —Unverified | 0 |
| Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis | Sep 11, 2024 | Functional Connectivity | —Unverified | 0 |
| MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder | Sep 10, 2024 | Functional ConnectivityGraph Learning | —Unverified | 0 |
| Multi-Resolution Graph Analysis of Dynamic Brain Network for Classification of Alzheimer's Disease and Mild Cognitive Impairment | Sep 6, 2024 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| Connectivity-Inspired Network for Context-Aware Recognition | Sep 6, 2024 | Biologically-plausible TrainingCausal Discovery | CodeCode Available | 0 |
| Neural Dynamics Model of Visual Decision-Making: Learning from Human Experts | Sep 4, 2024 | Decision MakingFunctional Connectivity | —Unverified | 0 |
| A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia | Sep 3, 2024 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Multi-faceted Neuroimaging Data Integration via Analysis of Subspaces | Aug 28, 2024 | Data IntegrationFunctional Connectivity | —Unverified | 0 |
| Cross-subject Brain Functional Connectivity Analysis for Multi-task Cognitive State Evaluation | Aug 27, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks | Aug 26, 2024 | Functional Connectivity | —Unverified | 0 |
| Symbolic dynamics of joint brain states during dyadic coordination | Aug 23, 2024 | EEGFunctional Connectivity | CodeCode Available | 0 |
| MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis | Aug 6, 2024 | Functional ConnectivityGraph Generation | —Unverified | 0 |
| STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data | Jul 31, 2024 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| Harmonic fractal transformation, 4R-regeneration and noise shaping for ultra wide-band reception in FitzHugh-Nagumo neuronal model | Jul 22, 2024 | Functional Connectivity | —Unverified | 0 |
| Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years old | Jul 18, 2024 | Functional Connectivity | CodeCode Available | 0 |
| Feature interpretability in BCIs: exploring the role of network lateralization | Jul 16, 2024 | BenchmarkingEEG | CodeCode Available | 0 |
| MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI | Jul 3, 2024 | Functional ConnectivityGraph Neural Network | CodeCode Available | 2 |
| Multiscale Functional Connectivity: Exploring the brain functional connectivity at different timescales | Jun 27, 2024 | Functional Connectivity | —Unverified | 0 |
| BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals | Jun 24, 2024 | Functional ConnectivityGraph Attention | —Unverified | 0 |
| Generalized Dynamic Brain Functional Connectivity Based on Random Convolutions | Jun 24, 2024 | Functional Connectivity | —Unverified | 0 |
| Introducing the modularity graph: an application to brain functional networks | Jun 21, 2024 | Community DetectionEEG | —Unverified | 0 |
