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Functional Connectivity

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Showing 201–250 of 460 papers

TitleStatusHype
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
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information BottleneckCode1
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC AlgorithmCode1
NeoRS: a neonatal resting state fMRI data preprocessing pipelineCode0
Revealing directed effective connectivity of cortical neuronal networks from measurements—0
Cluster Synchronization of Kuramoto Oscillators and the Method of Averaging—0
Cross-Frequency Coupling Increases Memory Capacity in Oscillatory Neural Networks—0
Mode decomposition-based time-varying phase synchronization for fMRI Data—0
Contrastive Graph Learning for Population-based fMRI ClassificationCode1
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural NetworksCode2
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
Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging DataCode1
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
Functional connectivity ensemble method to enhance BCI performance (FUCONE)Code1
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
Thematic analysis of multiple sclerosis research by enhanced strategic diagram—0
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional ConnectivityCode1
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage ClassificationCode1
Cross-time functional connectivity analysis—0
An Electroencephalography connectome predictive model of major depressive disorder severity—0
Macaque's Cortical Functional Connectivity Dynamics at the Onset of Propofol-Induced Anesthesia—0
Observation of complex functional cortical patterns in brain cognition—0
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification—0
A biophysical network model reveals the link between deficient inhibitory cognitive control and major neurotransmitter and neural connectivity hypotheses in schizophrenia—0
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