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

fYear

2011

fDate

16-18 Dec. 2011

Firstpage

109

Lastpage

112

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on

Conference_Location

Changchun

Print_ISBN

978-1-4577-1700-0

Type

conf

DOI

10.1109/TMEE.2011.6199159

Filename

6199159