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Functional Connectivity

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TitleStatusHype
Functional Connectome of the Human Brain with Total Correlation—0
Inferring Information Flow in Spike-train Data Sets using a Trial-Shuffle Method—0
Inferring the time-varying functional connectivity of large-scale computer networks from emitted events—0
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI—0
Infra-slow brain dynamics as a marker for cognitive function and decline—0
Initial validation for the estimation of resting-state fMRI effective connectivity by a generalization of the correlation approach—0
Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis—0
Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks—0
Interpretable Fusion Analytics Framework for fMRI Connectivity: Self-Attention Mechanism and Latent Space Item-Response Model—0
Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI using Deep 3D Convolutional Neural Networks—0
Inter-Subject Analysis: Inferring Sparse Interactions with Dense Intra-Graphs—0
Introducing the modularity graph: an application to brain functional networks—0
Investigating EEG-Based Functional Connectivity Patterns for Multimodal Emotion Recognition—0
Investigating the impact of autocorrelation on time-varying connectivity—0
iPAL: A Machine Learning Based Smart Healthcare Framework For Automatic Diagnosis Of Attention Deficit/Hyperactivity Disorder (ADHD)—0
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain—0
Lagged and instantaneous dynamical influences related to brain structural connectivity—0
Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI—0
Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers—0
Large-scale signatures of unconsciousness are consistent with a departure from critical dynamics—0
Large Spectral Density Matrix Estimation by Thresholding—0
Latent Multimodal Functional Graphical Model Estimation—0
Latent Network Structure Learning from High Dimensional Multivariate Point Processes—0
Latent Representation Learning for Multimodal Brain Activity Translation—0
Lattice-Based Pruning in Recurrent Neural Networks via Poset Modeling—0
Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data—0
Learning differentially reorganizes brain activity and connectivity—0
Learning Graph Filters for Structure-Function Coupling based Hub Node Identification—0
Learning Higher-Order Interactions in Brain Networks via Topological Signal Processing—0
Learning High-Order Relationships with Hypergraph Attention-based Spatio-Temporal Aggregation for Brain Disease Analysis—0
Learning Interpretable Models for Coupled Networks Under Domain Constraints—0
Learning Multitask Gaussian Bayesian Networks—0
Learning Neural Markers of Schizophrenia Disorder Using Recurrent Neural Networks—0
Learning Personalized Brain Functional Connectivity of MDD Patients from Multiple Sites via Federated Bayesian Networks—0
Learning population and subject-specific brain connectivity networks via Mixed Neighborhood Selection—0
Local inhibitory plasticity tunes global brain dynamics and allows the emergence of functional brain networks—0
Local White Matter Architecture Defines Functional Brain Dynamics—0
Long-term changes in functional connectivity predict responses to intracranial stimulation of the human brain—0
Low-Rank Covariance Completion for Graph Quilting with Applications to Functional Connectivity—0
Macaque's Cortical Functional Connectivity Dynamics at the Onset of Propofol-Induced Anesthesia—0
Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations—0
Major Depressive Disorder Recognition and Cognitive Analysis Based on Multi-layer Brain Functional Connectivity Networks—0
Mapping distinct timescales of functional interactions among brain networks—0
MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder—0
Measuring the functional connectome "on-the-fly": towards a new control signal for fMRI-based brain-computer interfaces—0
MHATC: Autism Spectrum Disorder identification utilizing multi-head attention encoder along with temporal consolidation modules—0
MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis—0
Mode decomposition-based time-varying phase synchronization for fMRI Data—0
Modeling communication processes in the human connectome through cooperative learning—0
Forecasting Brain Activity Based on Models of Spatio-Temporal Brain Dynamics: A Comparison of Graph Neural Network Architectures—0
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