DocumentCode
2712595
Title
Cellular neural network with dynamic template and its output characteristics
Author
Kawahara, Masakazu ; Inoue, Takashi ; Nishio, Yoshifumi
Author_Institution
Dept. of Electr. & Electron. Eng., Tokushima Univ., Tokushima, Japan
fYear
2009
fDate
14-19 June 2009
Firstpage
1552
Lastpage
1558
Abstract
In this research, we propose cellular neural network with dynamic template. In our proposed cellular neural network, the template of cell is changed at each update by learning. The learning method considering rank order learning is inspired from self-organizing map. Some computer simulations using the proposed cellular neural network with dynamic template are carried out and its output characteristic is investigated through simple image processing task.
Keywords
cellular neural nets; learning (artificial intelligence); cellular neural network; image processing; learning method; Animal structures; Biological neural networks; Cellular neural networks; Circuits; Computer simulation; Image processing; Learning systems; Neural networks; Neurons; Nonlinear equations;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2009. IJCNN 2009. International Joint Conference on
Conference_Location
Atlanta, GA
ISSN
1098-7576
Print_ISBN
978-1-4244-3548-7
Electronic_ISBN
1098-7576
Type
conf
DOI
10.1109/IJCNN.2009.5178954
Filename
5178954
Link To Document