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Functional Connectivity

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Showing 51–100 of 460 papers

TitleStatusHype
Latent Representation Learning for Multimodal Brain Activity Translation—0
A novel brain registration model combining structural and functional MRI information—0
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human ConnectomesCode0
Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism DetectionCode0
Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations—0
Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis—0
MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder—0
Multi-Resolution Graph Analysis of Dynamic Brain Network for Classification of Alzheimer's Disease and Mild Cognitive Impairment—0
Connectivity-Inspired Network for Context-Aware RecognitionCode0
Neural Dynamics Model of Visual Decision-Making: Learning from Human Experts—0
A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia—0
Multi-faceted Neuroimaging Data Integration via Analysis of Subspaces—0
Cross-subject Brain Functional Connectivity Analysis for Multi-task Cognitive State Evaluation—0
Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks—0
Symbolic dynamics of joint brain states during dyadic coordinationCode0
MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis—0
STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data—0
Harmonic fractal transformation, 4R-regeneration and noise shaping for ultra wide-band reception in FitzHugh-Nagumo neuronal model—0
Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years oldCode0
Feature interpretability in BCIs: exploring the role of network lateralizationCode0
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRICode2
Multiscale Functional Connectivity: Exploring the brain functional connectivity at different timescales—0
BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals—0
Generalized Dynamic Brain Functional Connectivity Based on Random Convolutions—0
Introducing the modularity graph: an application to brain functional networks—0
Functional voxel hierarchy and afferent capacity revealed mental state transition on dynamic correlation resting-state fMRI—0
From First-order to Higher-order Interactions: Enhanced Representation of Homotopic Functional Connectivity through Control of Intervening Variables—0
Augmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification—0
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks—0
A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of ConfoundsCode0
Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers—0
A causal inference approach of monosynapses from spike trains—0
Reliability and predictability of phenotype information from functional connectivity in large imaging datasetsCode0
Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification—0
Automatic Discovery of Visual CircuitsCode0
Topological Cycle Graph Attention Network for Brain Functional Connectivity—0
Towards understanding the nature of direct functional connectivity in visual brain network—0
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series—0
Inference of Monosynaptic Connections from Parallel Spike Trains: A Review—0
Thalamocortical interactions shape hierarchical neural variability during stimulus perception—0
Neural, Muscular, and Perceptual responses with shoulder exoskeleton use over Days—0
Closed-loop control of gamma oscillations in the brain connections through the transcranial stimulations—0
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain—0
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
Operators' cognitive performance under extreme hot-humid exposure and its physiological-psychological mechanism based on ECG, fNIRS, and Eye Tracking—0
FAST functional connectivity implicates P300 connectivity in working memory deficits in Alzheimer's disease—0
Neuronal functional connectivity graph estimation with the R package neurofunconCode0
Basic principles drive self-organization of brain-like connectivity structure—0
A Comparative Study of Conventional and Tripolar EEG for High-Performance Reach-to-Grasp BCI Systems—0
Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods—0
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