A study of dynamics of the rabbit´s olfactory system. A new approach for pattern recognition

Author

Ouyang, Kai ; Yang, Dechao ; Jia, Wenyan ; Gao, Juntao ; Yan, Pingfan ; Lu, Zhengdong ; Ouyang, Hao

Author_Institution

Capital Univ. of Med. Sci., Beijing, China

Volume

2

fYear

2001

fDate

2001

Firstpage

1077

Abstract

We applied Freeman´s (1987) 8-channel olfactory model to study pattern recognition for binary sequences. A combination of different 2-dimensional projections of high-order chaotic attractors was adopted as a method for identification. Based on a series of observations, we found that the classification principle of this model was addition. To test the robustness of this method, we used computer simulations to prove the shift and rotation invariance of this method

Keywords

binary sequences; chemioception; digital simulation; dynamics; pattern recognition; physiological models; 2-dimensional projections; 2D projections; 8-channel olfactory model; addition; binary sequences; classification principle; dynamics; high-order chaotic attractors; pattern recognition; rabbit olfactory system; rotation invariance; shift invariance; Binary sequences; Biological system modeling; Chaos; Cotton; Humans; Insects; Olfactory; Pattern recognition; Robustness; Testing;

fLanguage

English

Publisher

ieee

Conference_Titel

Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on

Conference_Location

Washington, DC

ISSN

1098-7576

Print_ISBN

0-7803-7044-9

Type

conf

DOI

10.1109/IJCNN.2001.939510

Filename

939510