Sumários

Student paper presentations II

19 Dezembro 2018, 17:00 Patrícia Margarida Piedade Figueiredo

Student paper presentations II


Network Science II

18 Dezembro 2018, 17:00 Alexandre Francisco

Graph clustering and community finding. Modularity and null models. Modularity optimization: Louvain method. Motifs and gTries. References: Network Science by A.-L. Barabási (http://networksciencebook.com/), Chapter 9; https://sites.google.com/site/bctnet/measures/list#TOC-Clustering-and-Community-Structure; https://sites.google.com/site/bctnet/measures/list#TOC-Motifs-and-self-similarity.


Student paper presentations I

12 Dezembro 2018, 17:00 Patrícia Margarida Piedade Figueiredo

Student paper presentations I


Network Science I

11 Dezembro 2018, 17:00 Alexandre Francisco

Introduction to network science and brain connectivity analysis. Basic concepts on networks and graphs. Graph representations. Centrality measures. Computational issues. References: Network Science by A.-L. Barabási (http://networksciencebook.com/), Chapter 2; https://doi.org/10.1016/j.yebeh.2013.11.019; https://sites.google.com/site/bctnet/measures/list.


Machine Learning in Neuroengineering

4 Dezembro 2018, 17:00 Ana Luísa Nobre Fred

Physiological data analysis, interpretation and Machine Learning. Basic concepts. Supervised and unsupervised learning. Data representation methods. Statistical classifiers. Markov models and Bayesian classifiers. Application examples in automatic sleep analysis and prediction.