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Vector Auto-Regressive Deep Neural Network: A Data-Driven Deep Learning-Based Directed Functional Connectivity Estimation Toolbox
2021
Frontiers in Neuroscience
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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