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

Front Matter ....Pages i-xi
 Understanding Dependency Patterns in Structural and Functional Brain Connectivity Through fMRI and DTI Data  (Marta Crispino, Silvia D’Angelo, Saverio Ranciati, Antonietta Mira)....Pages 1-22
 Hierarchical Graphical Model for Learning Functional Network Determinants  (Emanuele Aliverti, Laura Forastiere, Tullia Padellini, Sally Paganin, Ernst Wit)....Pages 23-36
 Three Testing Perspectives on Connectome Data  (Alessandra Cabassi, Alessandro Casa, Matteo Fontana, Massimiliano Russo, Alessio Farcomeni)....Pages 37-55
 An Object Oriented Approach to Multimodal Imaging Data in Neuroscience  (Andrea Cappozzo, Federico Ferraccioli, Marco Stefanucci, Piercesare Secchi)....Pages 57-73
 Curve Clustering for Brain Functional Activity and Synchronization  (Gaia Bertarelli, Alice Corbella, Jacopo Di Iorio, Anastasia Gorshechnikova, Marian Scott)....Pages 75-90
 Robust Methods for Detecting Spontaneous Activations in fMRI Data  (Francesca Gasperoni, Alessandra Luati)....Pages 91-110
 Hierarchical Spatio-Temporal Modeling of Resting State fMRI Data  (Alessia Caponera, Francesco Denti, Tommaso Rigon, Andrea Sottosanti, Alan Gelfand)....Pages 111-130
 Challenges in the Analysis of Neuroscience Data  (Michele Guindani, Marina Vannucci)....Pages 131-156