Title :
Fault-tolerant neural architectures: a general approach to concurrent diagnosis based on signature analysis
Author :
Demidenko, Serge ; Piuri, Vincenzo ; Sami, Mariagiovanna ; Stefanelli, Renato
Author_Institution :
Inst. of Eng. Cybern., Acad. of Sci., Minsk, Byelorussia
Abstract :
Diagnosis is a basic issue of any fault-tolerance policy. Fault localization within the neural architecture is necessary to provide information for hardware reconfiguration in order to achieve system survival (possibly with reduced computational capabilities). In this paper, a concurrent approach and distributed schemes for signature compression are proposed and evaluated.
Keywords :
fault diagnosis; fault tolerant computing; logic testing; neural net architecture; neural nets; parallel architectures; concurrent diagnosis; fault diagnosis; fault localization; fault-tolerant neural architectures; signature analysis; signature compression; Circuit faults; Circuit testing; Computer architecture; Fault detection; Fault diagnosis; Fault tolerance; Hardware; Image coding; Neurons; Registers;
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.1993.717030
