MODA: Moving object detecting architecture. A new type of cellular neural network is described, which may be classified in the broader category of generalized cellular neural networks (GCNN). Its novelty consists both in the task it performs and in its architecture and way of operation. The input to the network is a two-dimensional picture that is processed continuously in order to detect in real time trajectories of moving objects in a noisy environment. MODA is designed by synthesis, so that it does not require learning, and it performs its task by implementing a nonlinear continuous functional in a vector space. The paper describes the network, its architecture, its equations, and the method of design. In addition the new network is compared with known paradigms of ANN and CNN. Results of simulations are also reported.

References in zbMATH (referenced in 15 articles , 1 standard article )

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  1. Giovagnoli, Alessandra (ed.); Atkinson, Anthony C. (ed.); Torsney, Bernhard (ed.); May, Caterina (ed.): mODa 9 -- advances in model-oriented design and analysis. Proceedings of the 9th international workshop in model-oriented design and analysis, held in Bertinoro, Italy, June 14--18, 2010. (2010)
  2. Gulgazaryan, G. R.; Gulgazaryan, L. G.; Saakyan, R. D.: Vibrations of a thin elastic orthotropic circular cylindrical shell with free hinge-supported ends (2008)
  3. Il’ichev, A. T.: Neutral stability of compression solitons at bending of nonlinear elastic rod (2008)
  4. López-Fidalgo, Jesús; Rodríguez-Díaz, Juan Manuel; Torsney, Ben: mODa 8 -- advances in model-oriented design and analysis. Proceedings of the 8th international workshop in model-oriented design and analysis held in Almagro, Spain, June 4--8, 2007 (2007)
  5. Akulenko, L. D.; Nesterov, S. V.: Dependence of natural frequencies of one-dimensional elastic system on its length (2006)
  6. Dubrovskĭ, V. A.: A forerunner of geomechanical catastrophes and seiches of the Black Sea (2006)
  7. Torsney, B.; Mandal, S.: Two classes of multiplicative algorithms for constructing optimizing distributions (2006)
  8. Akhmetov, V. K.; Shkadov, V. Ya.: Branching of eigen solutions of spectral problem on stability of a free vortex (2005)
  9. Di Bucchianico, Alessandro (ed.); Läuter, Henning (ed.); Wynn, Henry P. (ed.): MODa 7 -- advances in model-oriented design and analysis. Proceedings of the 7th international workshop on model-oriented design and analysis held in Heeze, The Netherlands, June 14--18, 2004. (2004)
  10. Zhou, Dongming; Zhang, Liming; Cao, Jinde: On global exponential stability of cellular neural networks with Lipschitz-continuous activation function and variable delays (2004)
  11. Atkinson, Anthony C. (ed.); Hackl, Peter (ed.); Müller, Werner G. (ed.): mODa 6 - Advances in model-oriented design and analysis. Proceedings of the 6th international workshop, Puchberg/ Schneeberg, Austria, June 25--29, 2001 (2001)
  12. Atkinson, Anthony C. (ed.); Pronzato, Luc (ed.); Wynn, Henry P. (ed.): MODA 5 - Advances in model-oriented data analysis and experimental design. Proceedings of the 5th international workshop in Marseilles, France, June 22--26, 1998. Dedicated to Andrej Pázman for his 60th birthday (1998)
  13. Kitsos, Christos P. (ed.); Müller, Werner G. (ed.): MODA 4 - Advances in model-oriented data analysis. Proceedings of the 4th international workshop in Spetses, Greece, June 5-9, 1995 (1995)
  14. Cimagalli, Valerio; Bobbi, Massimiliano; Balsi, Marco: MODA: Moving object detecting architecture (1993)
  15. Müller, W. G. (ed.); Wynn, H. P. (ed.); Zhigljavsky, A. A. (ed.): Model-oriented data analysis. Proceedings of the 3rd international workshop, MODA 3, held in Petrodvorets, Russia, May 25-30, 1992 (1993)