Title :
A User-Friendly Framework for Multilanguage ANN Generation: Real Case Applications
Author :
Ordóñez, D. ; Dafonte, C. ; Arcay, B. ; Manteiga, M.
Author_Institution :
Univ. of A Coruna, A Coruna
Abstract :
This article presents a framework, developed in JAVA, that facilitates the design and implementation of artificial neural networks and provides automatic multilanguage code generation (ANSI C and JAVA). The framework consists of three systems: a library, in which we factorize network-related functionalities, and two tools, an interpreter and a Web application, that provide ANN-related features. The functioning of this tool was tested by applying it to two problems in two different fields.
Keywords :
Internet; Java; interactive programming; neural nets; program compilers; program interpreters; programming environments; software libraries; JAVA; Web application; artificial neural network development environment; automatic multilanguage code generation; multilanguage ANN generation; network-related functionalities; program interpreter; software library; user-friendly framework; Artificial neural networks; Geoscience; Guidelines; Java; Mathematical model; Navigation; Neural networks; Software libraries; Software tools; Testing;
Conference_Titel :
Soft Computing Applications, 2007. SOFA 2007. 2nd International Workshop on
Conference_Location :
Oradea
Print_ISBN :
978-1-4244-1608-0
Electronic_ISBN :
978-1-4244-1608-0
DOI :
10.1109/SOFA.2007.4318315
