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Functional Connectivity

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Showing 1–25 of 460 papers

TitleStatusHype
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRICode2
Modular Boundaries in Recurrent Neural NetworksCode2
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural NetworksCode2
HappyFeat -- An interactive and efficient BCI framework for clinical applicationsCode1
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentCode1
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric DiagnosisCode1
Data-Driven Network Neuroscience: On Data Collection and BenchmarkCode1
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerCode1
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information BottleneckCode1
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC AlgorithmCode1
Contrastive Graph Learning for Population-based fMRI ClassificationCode1
Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging DataCode1
Functional connectivity ensemble method to enhance BCI performance (FUCONE)Code1
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional ConnectivityCode1
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage ClassificationCode1
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal AttentionCode1
EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural NetworkCode1
Fader Networks for domain adaptation on fMRI: ABIDE-II studyCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional ConnectivityCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional ConnectivityCode1
Spatio-Temporal Graph Convolution for Resting-State fMRI AnalysisCode1
Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity AnalysisCode1
A Linear Generative Framework for Structure-Function Coupling in the Human Brain—0
Functional Architecture of the Human Hypothalamus: Cortical Coupling and Subregional Organization Using 7-Tesla fMRI—0
Probing Neural Topology of Large Language ModelsCode0
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