Estudo de grafos subjacentes aos processos cerebrais

• Grant number: 19/14367-0
• Support Opportunities: Scholarships in Brazil - Post-Doctoral
• Start date: November 01, 2019
• End date: October 31, 2020
• Field of knowledge: Physical Sciences and Mathematics - Probability and Statistics - Applied Probability and Statistics
• Principal Investigator: Jefferson Antonio Galves
• Grantee: Léo Benoit Planche
• Host Institution: Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brazil
• Associated research grant: 13/07699-0 - Research, Innovation and Dissemination Center for Neuromathematics - NeuroMat, AP.CEPID

Abstract

The NeuroMat projects heavily include the study of networks associated with a stochastic process. Those studies are either done empirically with the simulations of network, by exact proofs or a combination of both. An important problem is to determine the class of graphs which best describe the networks underlied in brain processes. This will be the first and most important aim of this project. This study will allow to refine the simulations and studies of neural models. The neural of random graph will be needed for those models as graphs will display structural changes over time. The NeuroMat lab works with many dataset coming from its diferent lines of research, this allows such a project to be possible.

Scientific publications

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

ANDRE, MORGAN; PLANCHE, LEO. The effect of graph connectivity on metastability in a stochastic system of spiking neurons. Stochastic Processes and their Applications, v. 131, p. 292-310, JAN 2021. (17/02035-7, 19/14367-0, 13/07699-0)