Automatic test generation algorithms based on chaotic neural network

被引:0
作者
Xie, H [1 ]
Wang, HJ [1 ]
机构
[1] Univ Elect Sci & Technol China, Coll Mechatron Engn, Chengdu 610054, Peoples R China
来源
2004 INTERNATIONAL CONFERENCE ON COMMUNICATION, CIRCUITS, AND SYSTEMS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS | 2004年
关键词
chaotic neural network; combinational circuit; test generation;
D O I
10.1109/ICCCAS.2004.1346368
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A test generation system based on digital circuit's neural network model is described in this paper. A fault is injected into the neural network and an energy function is constructed with global minima at test vectors. Global minima are determined by chaotic neural networks method employing four different algorithms, and the algorithms are compared in test-time and test-figure. Simulation results on combinational circuits confirm the feasibility of this technique.
引用
收藏
页码:1099 / 1102
页数:4
相关论文
共 10 条
[1]   TOWARD MASSIVELY PARALLEL AUTOMATIC TEST-GENERATION [J].
CHAKRADHAR, ST ;
BUSHNELL, ML ;
AGRAWAL, VD .
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 1990, 9 (09) :981-994
[2]   Global searching ability of chaotic neural networks [J].
Chen, LN ;
Aihara, K .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1999, 46 (08) :974-993
[3]  
FUJIWARA H, 1990, 20 INT S FAULT TOL C, P64
[4]   Combination of chaotic neurodynamics with the 2-opt algorithm to solve traveling salesman problems [J].
Hasegawa, M ;
Ikeguchi, T ;
Aihara, K .
PHYSICAL REVIEW LETTERS, 1997, 79 (12) :2344-2347
[5]  
HASEGAWA M, 1999, P INT S CIRC SYST, V6, P322
[6]  
He YY, 2000, PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, P826, DOI 10.1109/WCICA.2000.863345
[7]   A unified framework for chaotic neural-network approaches to combinatorial optimization [J].
Kwok, T ;
Smith, KA .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1999, 10 (04) :978-981
[8]  
PAN Z, 1996, J CIRCUITS SYSTEMS, V1
[9]   On chaotic simulated annealing [J].
Wang, LP ;
Smith, K .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1998, 9 (04) :716-718
[10]  
XU H, 2002, P 2002 INT C CONTR A, V1, P739