Title :
A concept of embedding neural modules in technical systems
Author :
Raus, Michael ; Krey, Jürgen ; Ameling, Walter
Author_Institution :
Rogowski Inst., Aachen Univ. of Technol, Germany
Abstract :
Artificial neural networks are accepted as alternative tools for solving problems in technical environments. But there is still a striking discrepancy between laboratory prototypes and real world applications. To overcome this situation the idea of system efficiency is introduced and it is shown that neural components can improve efficiency. Requirements for neural development systems are deduced and an extended pattern definition is presented. Finally an OCR application illustrates the conceptional idea.
Keywords :
development systems; neural nets; optical character recognition; OCR; embedding neural modules; neural networks; real world applications; system efficiency; technical systems; Artificial neural networks; Charge coupled devices; Charge-coupled image sensors; Humans; Image coding; Intelligent networks; Laboratories; Microphones; Power engineering and energy; Prototypes;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.714147
