Title :
Application of neural networks to determine the coordinates of the seat of fire by multipoint electro-optical system
Author :
Lisakov, Sergey A. ; Pavlov, Andrey N. ; Sypin, Eugene V.
Author_Institution :
Biysk Technol. Inst., Biysk, Russia
fDate :
June 30 2014-July 4 2014
Abstract :
The article is devoted to method for determining the coordinates of the seat of fire by multipoint electro-optical system (MOES) with use of neural networks. The method of representation of initial data for a neural network is offered. The optimum architecture of a neural network has been chosen. Error in determining of seat of fire coordinates by results of computer modeling has been estimated.
Keywords :
data structures; electro-optical devices; electronic engineering computing; fires; neural nets; MOES; computer modeling; initial data representation; multipoint electrooptical system; neural network; seat of fire coordinate determination; Biological neural networks; Computer architecture; Electrooptical waveguides; Fires; Neurons; Training; Neural network; activation function; coordinates of the seat of fire; multipoint electro-optical system;
Conference_Titel :
Micro/Nanotechnologies and Electron Devices (EDM), 2014 15th International Conference of Young Specialists on
Conference_Location :
Novosibirsk
Print_ISBN :
978-1-4799-4669-3
DOI :
10.1109/EDM.2014.6882526
