A study of the dynamics of neural networks

• Grant number: 12/18550-4
• Support Opportunities: Scholarships in Brazil - Master
• Start date: April 01, 2013
• End date: July 31, 2014
• Field of knowledge: Physical Sciences and Mathematics - Physics - General Physics
• Principal Investigator: Jose Antonio Brum
• Grantee: João Pinheiro Neto
• Host Institution: Instituto de Física Gleb Wataghin (IFGW). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
• Associated scholarship(s): 13/15683-6 - Studies on neural networks dynamics, BE.EP.MS

Abstract

This project aims to study the generation dynamics of networks with neural networks features. The neural network's formation process will include an interaction with an external, fixed network. This connection aims to simulate the participation of stimuli in the developmental process of biological neural networks. Being an initial project in an area undergoing strong development, the project will emphasize the development of fundamental knowledge and the tools needed to study neural networks and its dynamics.

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

PINHEIRO NETO, João. Estudo sobre a estrutura e dinâmica de redes complexas. 2014. Master's Dissertation - Universidade Estadual de Campinas (UNICAMP). Instituto de Física Gleb Wataghin Campinas, SP.