Title :
ViNNSL - the Vienna Neural Network Specification Language
Author :
Beran, Peter Paul ; Vinek, Elisabeth ; Schikuta, Erich ; Weishäupl, Thomas
Author_Institution :
Dept. of Comput. Sci. & Bus. Inf., Univ. of Vienna, Vienna
Abstract :
We present ViNNSL (Vienna Neural Network Specification Language), an XML based language for describing, training and running neural networks on a grid infrastructure. ViNNSL allows for dynamic client-server communication regarding the semantics of neural network resources. As a proof-of-concept the language is used in N2Grid, a system for the utilization of neural network resources on a worldwide basis. Based on the grid infrastructure N2Grid allows to build up a virtual community enabling arbitrary users to exchange knowledge (neural network resources, such as neural network objects and neural network paradigms) and to exploit the available computing resources for neural network specific tasks, leading to a grid based, world-wide distributed, neural network knowledge and simulation system.
Keywords :
XML; client-server systems; grid computing; neural nets; specification languages; N2Grid; ViNNSL; Vienna neural network specification language; dynamic client-server communication; grid infrastructure; proof-of-concept the language; world wide distribution; Artificial neural networks; Collaboration; Computational modeling; Computer networks; Distributed computing; Grid computing; Neural networks; Service oriented architecture; Specification languages; XML;
Conference_Titel :
Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1820-6
Electronic_ISBN :
1098-7576
DOI :
10.1109/IJCNN.2008.4634053