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Functional Connectivity

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Showing 201–250 of 460 papers

TitleStatusHype
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity—0
Low-Rank Covariance Completion for Graph Quilting with Applications to Functional Connectivity—0
SENDER: SEmi-Nonlinear Deep Efficient Reconstructor for Extraction Canonical, Meta, and Sub Functional Connectivity in the Human Brain—0
A Resonance Model for Spontaneous Cortical Activity—0
Finding neural signatures for obesity through feature selection on source-localized EEG—0
Controlling collective dynamical states of mesoscale brain networks with local perturbations—0
A structurally informed model for modulating functional connectivity—0
Functional Connectivity via Total Correlation: Analytical results in Visual Areas—0
Multimodal Brain Disease Classification with Functional Interaction Learning from Single fMRI Volume—0
Enhanced brain structure-function tethering in transmodal cortex revealed by high-frequency eigenmodes—0
Interpretable Fusion Analytics Framework for fMRI Connectivity: Self-Attention Mechanism and Latent Space Item-Response Model—0
Classification of ADHD Patients Using Kernel Hierarchical Extreme Learning Machine—0
Reorganization of resting state brain network functional connectivity across human brain developmental stages—0
Brain-wide connectome inferences using functional connectivity MultiVariate Pattern Analyses (fc-MVPA)—0
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease—0
Functional Connectivity Methods for EEG-based Biometrics on a Large, Heterogeneous Dataset—0
Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution—0
DELMAR: Deep Linear Matrix Approximately Reconstruction to Extract Hierarchical Functional Connectivity in the Human Brain—0
Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise AttentionCode0
How can I investigate causal brain networks with iEEG?—0
Learning Multitask Gaussian Bayesian Networks—0
NeoRS: a neonatal resting state fMRI data preprocessing pipelineCode0
Cluster Synchronization of Kuramoto Oscillators and the Method of Averaging—0
Revealing directed effective connectivity of cortical neuronal networks from measurements—0
Cross-Frequency Coupling Increases Memory Capacity in Oscillatory Neural Networks—0
Mode decomposition-based time-varying phase synchronization for fMRI Data—0
Disentangled Spatiotemporal Graph Generative Models—0
Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study—0
Improving the Level of Autism Discrimination through GraphRNN Link Prediction—0
Functional Connectivity Based Classification of ADHD Using Different AtlasesCode0
Early Disease Stage Characterization in Parkinson's Disease from Resting-state fMRI Data Using a Long Short-term Memory Network—0
Novel Machine Learning Approaches for Improving the Reproducibility and Reliability of Functional and Effective Connectivity from Functional MRI—0
The positive-negative mode link between brain connectivity, demographics, and behavior: A pre-registered replication of Smith et al. 2015—0
Control Theory Illustrates the Energy Efficiency in the Dynamic Reconfiguration of Functional Connectivity—0
MHATC: Autism Spectrum Disorder identification utilizing multi-head attention encoder along with temporal consolidation modules—0
Temporal Analysis of Functional Brain Connectivity for EEG-based Emotion Recognition—0
Learning to Model the Relationship Between Brain Structural and Functional ConnectomesCode0
Untangling the brain web: from the early days of complex functional networks to the non-linear dynamical directed functional connectivity measures—0
Forecasting Brain Activity Based on Models of Spatio-Temporal Brain Dynamics: A Comparison of Graph Neural Network Architectures—0
A deep learning model for data-driven discovery of functional connectivityCode0
4D iterative reconstruction of brain fMRI in the moving fetus—0
Functional Connectivity of the Brain Across Rodents and Humans—0
Statistical Perspective on Functional and Causal Neural Connectomics: A Comparative Study—0
Major Depressive Disorder Recognition and Cognitive Analysis Based on Multi-layer Brain Functional Connectivity Networks—0
EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters—0
Understanding of a brain spatial map based on threshold-free function dendrogramization—0
A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease—0
Diurnal variations of resting-state fMRI data: A graph-based analysis—0
EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer's disease and schizophrenia—0
Discovering the neural correlate informed nosological relation among multiple neuropsychiatric disorders through dual utilisation of diagnostic information—0
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