Title :
The fault diagnosis of digital circuit on the basis of the rough BP neural network
Author :
Xun, Zhou ; Xiaoli, Wang
Author_Institution :
Acad. of Armored Forces Eng., Beijing, China
Abstract :
The fault diagnosis of digital circuit is one of the hot topics of VLSI. This paper combined with rough BP neural network, using the valuable information extracted from the circuit as the sample to study the model, to get the intention of fault location. From the experiment, the method is not only convenient but also effective. Its feasibility can be examined.
Keywords :
VLSI; backpropagation; digital circuits; fault location; neural nets; VLSI; digital circuit fault diagnosis; fault location; information extraction; rough BP neural network; Abstracts; Data mining; Digital circuits; Fault diagnosis; Integrated circuit modeling; Neural networks; Very large scale integration; BP neural network; Digital circuit; Fault diagnosis;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244367
