A method for designing CNN templates

2007 4th International Conference on Electrical and Electronics Engineering, ICEEE 2007

Volumn , Issue , 2007, Pages 153-156

  Hernández, José Antonio Medina ^a,b   Castañeda, Felipe Gómez ^a   Cadenas, José Antonio Moreno ^a  

^a DEPARTAMENTO DE FÍSICA   (Mexico)

^b UNIVERSIDAD AUTÓNOMA DE AGUASCALIENTES   (Mexico)

Author keywords

CNN network; Learning rules; Stochastic gradient descent method; Training set

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLONING; DIGITAL IMAGE STORAGE; GENETIC ENGINEERING; GRADIENT METHODS; IMAGE PROCESSING; IMAGING SYSTEMS; IMAGING TECHNIQUES; NEURAL NETWORKS; OPTICAL DATA PROCESSING; TECHNOLOGY;

CNN NETWORK; INTERNATIONAL CONFERENCES; LEARNING RULES; MATHEMATICAL ANALYSES; SPECIFIC TASKS; STOCHASTIC GRADIENT DESCENT METHOD; TRAINING SET;

CELLULAR NEURAL NETWORKS;

EID: 49749132354     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICEEE.2007.4344996     Document Type: Conference Paper

References (9)

1. L. Chua and L. Yang, "Cellular neniral networks: Theory", IEEE Trans. Circuits Syst., vol. 35, pp. 1272-1290, Oct. 1988.
2. L. Chua and L. Yang, "Cellular neural networks: Applications", IEEE Trans. Circ rits Syst., vol. 35, pp. 1272-1290, Oct. 1988.
3. T. Roska, L. Kek, L. Nemes, A. Zarandy, M. Brendel, and P. Szolgay, "CNN software library", in CADETWin, Budapest, Hunrgary: Computer and Automation Inrstitote of the Hungarian Academy of Sciences, 1998.
4. L. Chua, CNN: "A paradigm for complexity", World Scientific, 1998.
5. T. Kozek, T. Roska, and L. C. Chua, "Genetic algorithm for CNN template learning", IEEE Trans. Circuits Syst. I, vol. 40, pp. 392-402, Mar. 1993.
6. J. A. Nossek, "Design and learning with cellular neural networks", Int. J. Circuit Theory Applicat., vol. 24, pp. 15-24, 1996.
7. A. Zarandy, "The art of CNN template design", Int. J. Circuit Theory Applicat., vol. 27, no. 1, pp. 5-23, 1999.
8. M. Haiiggi and G. S. Moschytz, "An exact and direct aialytical method for the design of optimally robust CNN templates", IEEE Trans. Circuits Syst., vol. 46, pp. 304-311, Feb. 1999.
9. P. Foldesy, L. Kek, A. Zarandy, aiid G. B. T. Roska, "Fault-tolerant design of analogic CNN templates and algorithms-Part I: The binary output case", IEEE Trans. Circuits Syst., vol. 46, pp. 312-322 Feb. 1999.