Implementation of human neurovision using artificial neural networks for pattern recognition purposes

• Grant number: 12/21989-8
• Support Opportunities: Scholarships in Brazil - Scientific Initiation
• Start date: January 01, 2013
• End date: November 30, 2013
• Field of knowledge: Engineering - Electrical Engineering
• Principal Investigator: Ivan Nunes da Silva
• Grantee: Leonardo Borges Farçoni
• Host Institution: Escola de Engenharia de São Carlos (EESC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Associated research grant: 11/17610-0 - Monitoring and control of dynamic systems subject to faults, AP.TEM

Abstract

This research on the scholarship request of Undergraduate Research, entitled "Implementation of Human Neurovision Using Artificial Neural Networks for Pattern Recognition Purposes", has as its main objective the development of computational tools that aid in robotic vision problems. The tools developed will employ techniques of intelligent systems based on the human biological systems to assist in the treatment of the problem. More specifically, we will use techniques based on artificial neural networks (ANNs) in order to allow the mapping of the path traversed by electrical impulses in the human visual system. The most attractive features of this intelligent system consist of its high ability to map nonlinear systems, like the brain, and to treat any uncertainties associated with them. (AU)