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Functional Connectivity

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Showing 1–25 of 460 papers

TitleStatusHype
Modular Boundaries in Recurrent Neural NetworksCode2
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural NetworksCode2
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRICode2
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC AlgorithmCode1
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage ClassificationCode1
Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging DataCode1
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerCode1
EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural NetworkCode1
Functional connectivity ensemble method to enhance BCI performance (FUCONE)Code1
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional ConnectivityCode1
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information BottleneckCode1
Spatio-Temporal Graph Convolution for Resting-State fMRI AnalysisCode1
Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity AnalysisCode1
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
Fader Networks for domain adaptation on fMRI: ABIDE-II studyCode1
Contrastive Graph Learning for Population-based fMRI ClassificationCode1
Data-Driven Network Neuroscience: On Data Collection and BenchmarkCode1
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
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal AttentionCode1
HappyFeat -- An interactive and efficient BCI framework for clinical applicationsCode1
A causal inference approach of monosynapses from spike trains—0
A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections—0
Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data—0
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