Title :
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
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;
Conference_Titel :
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-7044-9
DOI :
10.1109/IJCNN.2001.939510
