Title :
Extending version of Graphical User Interface in Neural Network Toolbox of MATLAB and engineering applications
Author :
Xu, Fang-yuan ; Zhou, Long ; Ma, Ying-nan ; Lei Lai, Loi
Author_Institution :
City Univ. London, London, UK
Abstract :
This paper proposes an extending version of graphical user interface in neural network toolbox of MATLAB 7.1 which releases the limit of setting more layers in the feedforward network creating. Users can set up a feedforward network with any architecture. Based on this interface two simple applications are applied, namely, a simple voting system design and 3-phase generator output detector design. Simple voting system is based on feedforward network and the 3-phase generator output detector is designed on radial basis network (RBF). These examples show how to design the neural network in applications.
Keywords :
graphical user interfaces; radial basis function networks; 3-phase generator output detector; MATLAB 7.1; feedforward network; graphical user interface; neural network toolbox; radial basis network; voting system design; Graphical user interfaces; MATLAB; Neural networks; Artificial neural network; Feedforward network; Learning rate; Neurons; Peak value; Platform; RBF;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212498