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Functional Connectivity

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Showing 101–150 of 460 papers

TitleStatusHype
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
Inference of Monosynaptic Connections from Parallel Spike Trains: A Review—0
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series—0
Thalamocortical interactions shape hierarchical neural variability during stimulus perception—0
Neural, Muscular, and Perceptual responses with shoulder exoskeleton use over Days—0
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain—0
Closed-loop control of gamma oscillations in the brain connections through the transcranial stimulations—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
Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods—0
Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods—0
A Comparative Study of Conventional and Tripolar EEG for High-Performance Reach-to-Grasp BCI Systems—0
Prediction of multitasking performance post-longitudinal tDCS via EEG-based functional connectivity and machine learning methods—0
Resting-State fingerprints of Acceptance and Reappraisal. The role of Sensorimotor, Executive and Affective networks—0
Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies—0
Causal Discovery for fMRI data: Challenges, Solutions, and a Case Study—0
Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases—0
A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data—0
Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers—0
Spectral Topological Data Analysis of Brain Signals—0
Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis—0
Empirical Comparison between Cross-Validation and Mutation-Validation in Model Selection—0
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRICode0
Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats—0
Graph Frequency Features of Cancer Gene Co-Expression Networks—0
Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia—0
HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification—0
Extracting the Multiscale Causal Backbone of Brain DynamicsCode0
How do the resting EEG preprocessing states affect the outcomes of postprocessing?—0
Structural transfer learning of non-Gaussian DAG—0
Dynamic Brain Networks with Prescribed Functional Connectivity—0
A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis—0
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation LearningCode0
Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification—0
Sequential Monte Carlo Graph Convolutional Network for Dynamic Brain Connectivity—0
DiffGAN-F2S: Symmetric and Efficient Denoising Diffusion GANs for Structural Connectivity Prediction from Brain fMRI—0
Cross-Modal Synthesis of Structural MRI and Functional Connectivity Networks via Conditional ViT-GANs—0
TiBGL: Template-induced Brain Graph Learning for Functional Neuroimaging Analysis—0
Computational limits to the legibility of the imaged human brainCode0
Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification—0
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