Title :
The research on the application of uEAC in XOR problems
Author :
Pan, Feng ; Zhang, Rui ; Long, Ting ; Li, Zhenxu
Author_Institution :
Sch. of Autom., Beijing Inst. of Technol. (BIT), Beijing, China
Abstract :
The micro Extended Analog Computer, an emerging research area of unconventional computation, can be applied to pattern recognition and information processing, etc. In this paper, the system structure and concept of 2-dimension uEAC are explained, firstly. From idea of implementation, the prototype circuit and the application of semi-conductive foam are studied. Furthermore, a classifier, combined with uEAC and particle swarm optimizer, is proposed and applied to the classic XOR classification problems. The experimental results demonstrate the effectiveness in the classic XOR, tri-AND and tri-XOR problems.
Keywords :
analogue computers; logic circuits; logic gates; particle swarm optimisation; 2D uEAC; XOR classification problem; micro extended analog computer; particle swarm optimizer; prototype circuit; semiconductive foam; tri-AND; tri-XOR problem; Analog computers; Arrays; Computational modeling; Educational institutions; Prototypes; XOR; micro Extended Analog Computer; particle swarm optimizer; tri-AND; tri-XOR; uEAC prototype circuit;
Conference_Titel :
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4577-1700-0
DOI :
10.1109/TMEE.2011.6199159