| Early deafness leads to re-shaping of global functional connectivity beyond the auditory cortex | Mar 28, 2019 | Functional Connectivity | —Unverified | 0 |
| Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network | Mar 21, 2019 | DiagnosticEEG | —Unverified | 0 |
| Early Detection of Mental Stress Using Advanced Neuroimaging and Artificial Intelligence | Mar 20, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Cortical recruitment and functional dynamics in postural control adaptation and habituation during vibratory proprioceptive stimulation | Feb 27, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Truncated Gaussian-Mixture Variational AutoEncoder | Feb 11, 2019 | ClusteringFunctional Connectivity | —Unverified | 0 |
| Impact of the reference choice on scalp EEG connectivity estimation | Jan 24, 2019 | Connectivity EstimationEEG | —Unverified | 0 |
| A Manifold Regularized Multi-Task Learning Model for IQ Prediction from Multiple fMRI Paradigms | Jan 17, 2019 | Functional ConnectivityMulti-Task Learning | —Unverified | 0 |
| Large Spectral Density Matrix Estimation by Thresholding | Dec 3, 2018 | Functional ConnectivityTime Series | —Unverified | 0 |
| Alternating Diffusion Map Based Fusion of Multimodal Brain Connectivity Networks for IQ Prediction | Oct 30, 2018 | Dimensionality ReductionFunctional Connectivity | —Unverified | 0 |
| Inferring Information Flow in Spike-train Data Sets using a Trial-Shuffle Method | Oct 25, 2018 | Functional Connectivity | —Unverified | 0 |
| Towards Subject and Diagnostic Identifiability in the Alzheimer's Disease Spectrum based on Functional Connectomes | Sep 25, 2018 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| Characterizing functional brain networks and emotional centers based on Rasa theory of Indian aesthetics | Sep 14, 2018 | Community DetectionEEG | —Unverified | 0 |
| Identification of multi-scale hierarchical brain functional networks using deep matrix factorization | Sep 14, 2018 | Functional Connectivity | —Unverified | 0 |
| Brain decoding from functional MRI using long short-term memory recurrent neural networks | Sep 14, 2018 | Brain DecodingFunctional Connectivity | —Unverified | 0 |
| Identification of temporal transition of functional states using recurrent neural networks from functional MRI | Sep 14, 2018 | Anomaly DetectionChange Point Detection | —Unverified | 0 |
| Statistical Data Assimilation: Formulation and Examples from Neurobiology | Sep 13, 2018 | Functional Connectivity | —Unverified | 0 |
| Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis | Aug 30, 2018 | ClusteringDiagnostic | —Unverified | 0 |
| Predicting Task and Subject Differences with Functional Connectivity and BOLD Variability | Jul 12, 2018 | Functional Connectivity | —Unverified | 0 |
| Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds | May 16, 2018 | Change DetectionFunctional Connectivity | CodeCode Available | 0 |
| Local White Matter Architecture Defines Functional Brain Dynamics | Apr 22, 2018 | Functional ConnectivityVariable Selection | —Unverified | 0 |
| The quest for identifiability in human functional connectomes | Apr 12, 2018 | Functional Connectivity | —Unverified | 0 |
| Real-time fMRI neurofeedback training of the amygdala activity with simultaneous EEG in veterans with combat-related PTSD | Apr 10, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Modeling communication processes in the human connectome through cooperative learning | Feb 19, 2018 | Functional Connectivity | —Unverified | 0 |
| Directional and Causal Information Flow in EEG for Assessing Perceived Audio Quality | Feb 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Reduced integration and improved segregation of functional brain networks in Alzheimer's disease | Feb 16, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Inferring the time-varying functional connectivity of large-scale computer networks from emitted events | Feb 12, 2018 | Functional ConnectivityTime Series | —Unverified | 0 |
| Navigation of brain networks | Jan 24, 2018 | Functional Connectivity | —Unverified | 0 |
| Computational model of avian nervous system nuclei governing learned song | Jan 18, 2018 | Functional Connectivity | —Unverified | 0 |
| Hypergraph based Subnetwork Extraction using Fusion of Task and Rest Functional Connectivity | Jan 15, 2018 | Functional ConnectivityRelation | —Unverified | 0 |
| Brain Age Prediction Based on Resting-State Functional Connectivity Patterns Using Convolutional Neural Networks | Jan 11, 2018 | Deep LearningFunctional Connectivity | —Unverified | 0 |
| Analysis of BOLD fMRI Signal Preprocessing Pipeline on Different Datasets while Reducing False Positive Rates | Dec 27, 2017 | Functional Connectivity | —Unverified | 0 |
| Multiplex core-periphery organization of the human connectome | Dec 23, 2017 | Functional Connectivity | —Unverified | 0 |
| Autism Classification Using Brain Functional Connectivity Dynamics and Machine Learning | Dec 21, 2017 | BIG-bench Machine LearningFunctional Connectivity | —Unverified | 0 |
| Deep Neural Generative Model of Functional MRI Images for Psychiatric Disorder Diagnosis | Dec 18, 2017 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| Detrended Partial Cross Correlation for Brain Connectivity Analysis | Dec 1, 2017 | Functional Connectivity | —Unverified | 0 |
| Mapping distinct timescales of functional interactions among brain networks | Dec 1, 2017 | Functional ConnectivityRobust classification | —Unverified | 0 |
| Learning Neural Markers of Schizophrenia Disorder Using Recurrent Neural Networks | Dec 1, 2017 | Functional Connectivity | —Unverified | 0 |
| A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections | Dec 1, 2017 | Brain DecodingFunctional Connectivity | —Unverified | 0 |
| Complex network analysis of brain functional connectivity under a multi-step cognitive task | Nov 28, 2017 | Functional Connectivity | —Unverified | 0 |
| Real-time fMRI neurofeedback of the mediodorsal and anterior thalamus enhances correlation between thalamic BOLD activity and alpha EEG rhythm | Nov 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Matrix-normal models for fMRI analysis | Nov 8, 2017 | Functional Connectivity | CodeCode Available | 0 |
| A novel method linking neural connectivity to behavioral fluctuations: Behavior-Regressed Connectivity | Oct 10, 2017 | Functional Connectivity | —Unverified | 0 |
| Accounting for the Complex Hierarchical Topology of EEG Phase-Based Functional Connectivity in Network Binarisation | Sep 29, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Inter-Subject Analysis: Inferring Sparse Interactions with Dense Intra-Graphs | Sep 20, 2017 | Functional Connectivityvalid | —Unverified | 0 |
| A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity Graphs | Sep 13, 2017 | Connectivity EstimationFunctional Connectivity | CodeCode Available | 0 |
| Dynamic Tensor Clustering | Aug 24, 2017 | ClusteringComputational Efficiency | —Unverified | 0 |
| Fluctuations between high- and low-modularity topology in time-resolved functional connectivity | Aug 22, 2017 | AttributeFunctional Connectivity | —Unverified | 0 |
| Resting-state functional connectivity-based biomarkers and functional MRI-based neurofeedback for psychiatric disorders: a challenge for developing theranostic biomarkers | Aug 18, 2017 | Functional Connectivity | —Unverified | 0 |
| Functional connectivity patterns of autism spectrum disorder identified by deep feature learning | Jul 25, 2017 | Functional Connectivity | —Unverified | 0 |
| Dictionary Learning and Sparse Coding-based Denoising for High-Resolution Task Functional Connectivity MRI Analysis | Jul 21, 2017 | DenoisingDictionary Learning | —Unverified | 0 |