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Vector Auto-Regressive Deep Neural Network: A Data-Driven Deep Learning-Based Directed Functional Connectivity Estimation Toolbox

Takuto Okuno, Alexander Woodward
2021 Frontiers in Neuroscience  
Based on this, we developed two novel directed functional connectivity (dFC) measures, namely VARDNN-DI and VARDNN-GC.  ...  Our VARDNN-DI measure detected lesioned regions consistent with previous studies and separated the two groups well in a subject-wise evaluation framework.  ...  “Deep sparse rectifier neural networks,” Proceedings of the 14th International Conference on Artificial Intelligence and Statistics , Vol. 15, (Montreal, QC: Department of IRO University of Montreal).  ... 
doi:10.3389/fnins.2021.764796 pmid:34899167 pmcid:PMC8651499 fatcat:xilk4zehnffw5p2y2da4cx54rm