Studies in Neural Data Science: StartUp Research 2017, Siena, Italy, June 25-27

Studies in Neural Data Science: StartUp Research 2017, Siena, Italy, June 25-27 This volume presents a collection of peer-reviewed contributions arising from StartUp Research: a stimulating research experience in which twenty-eight early-career researchers collaborated with seven senior international professors in order to develop novel statistical methods for complex brain imaging data. During this meeting, which was held on June 25-27, 2017 in Siena (Italy), the research groups focused on recent multimodality imaging datasets measuring brain function and structure, and proposed a wide variety of methods for network analysis, spatial inference, graphical modeling, multiple testing, dynamic inference, data fusion, tensor factorization, object-oriented analysis and others. The results of their studies are gathered here, along with a final contribution by Michele Guindani and Marina Vannucci that opens new research directions in this field. The book offers a valuable resource for all researchers in Data Science and Neuroscience who are interested in the promising intersections of these two fundamental disciplines. Autor: Antonio Canale, Daniele Durante Wydawnictwo: Springer Rok wydania: 2019 Okładka: twarda Liczba stron: 156 Wymiary: 15.5 x 23.5 x 1.1 cm Ilustracje: 40 Tables, color; 26 Illustrations, color; 36 Illustrations, black and white; XI, 156 p. 62 illus., 26 illus. in color. Język: angielski ISBN: 9783030000387