Title :
Using SIGNAL for developing neural control systems
Author :
Cherruel, Gildas ; Autret, Yvon ; Dupont, François
Author_Institution :
Lab. LIMI, Univ. de Bretagne Occidentale, Brest, France
fDate :
27 Jun-2 Jul 1994
Abstract :
We present a new environment for developing neural networks integrated in process control loops. This environment allows the user to easily control the learning phase and assures the user that the obtained system is both logically and temporally correct. Those two aspects have to be proven in order to obtain a viable real-time system. The conventional languages can not provide the temporal aspect, so we have investigated the development of neural networks for control process with the synchronous languages and particularly the language SIGNAL and its developing environment SILDEX
Keywords :
backpropagation; control system CAD; identification; neurocontrollers; process control; programming environments; real-time systems; SIGNAL; SILDEX; backpropagation; developing environment; learning phase; neural control systems; neural networks; process control loops; real-time system.; synchronous languages; Clocks; Control systems; Manufacturing; Mobile robots; Neural networks; Process control; Real time systems; Remotely operated vehicles; Signal processing; Vehicle driving;
Conference_Titel :
Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1901-X
DOI :
10.1109/ICNN.1994.374645
