Title :
A visual solution to modular neural network system development
Author :
Kussul, M. ; Riznyk, A. ; Sadovaya, E. ; Sitchov, A. ; Chen, Tie-Oi
Author_Institution :
Int. Sci. Res., Kiev, Ukraine
fDate :
6/24/1905 12:00:00 AM
Abstract :
In this paper, a visual software tool (called MNN-CAD) for modular neural network system development is introduced. Its major functionalities such as constructing, training and testing a modular system are described. Its open-structure implementation is explained. Finally, the application of MNN-CAD in an automotive occupant spatial sensing problem is presented
Keywords :
circuit CAD; distributed object management; neural nets; software tools; visual programming; MNN CAD; automotive occupant spatial sensing; component object model; modular neural network; modular system CAD; visual software tool; Adaptive systems; Application software; Automotive engineering; Buildings; Control systems; Neural networks; Software packages; Software tools; Subspace constraints; System testing;
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7278-6
DOI :
10.1109/IJCNN.2002.1005567
