APPLICATION OF KOHONEN AND SUPERVISED FORCED ORGANIZATION MAPS TO FAULT-DIAGNOSIS IN CMOS OPAMPS

被引:11
作者
COLLINS, P [1 ]
YU, S [1 ]
ECKERSALL, KR [1 ]
JERVIS, BW [1 ]
BELL, IM [1 ]
TAYLOR, GE [1 ]
机构
[1] UNIV HULL,SCH ENGN & COMP,VLSI DESIGN & TEST GRP,KINGSTON HULL HU6 7RX,N HUMBERSIDE,ENGLAND
关键词
SELF-ORGANIZING FEATURE MAPS; FAULT LOCATION; CMOS INTEGRATED CIRCUITS; OPERATIONAL AMPLIFIERS;
D O I
10.1049/el:19941281
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Transistors with gate oxide shorts have been identified to 100% fault coverage in a CMOS opamp by monitoring supply current changes first using multilayer perceptrons and then Kohonen maps to resolve any ambiguities. A supervised forced organisation map allows the location and resistance of the short to be determined.
引用
收藏
页码:1846 / 1847
页数:2
相关论文
共 2 条
[1]   THE SELF-ORGANIZING MAP [J].
KOHONEN, T .
PROCEEDINGS OF THE IEEE, 1990, 78 (09) :1464-1480
[2]   NEURAL-NETWORK APPROACH TO FAULT-DIAGNOSIS IN CMOS OPAMPS WITH GATE OXIDE SHORT FAULTS [J].
YU, S ;
JERVIS, BW ;
ECKERSALL, KR ;
BELL, IM ;
HALL, AG ;
TAYLOR, GE .
ELECTRONICS LETTERS, 1994, 30 (09) :695-696