论文信息 - Complexity in a two-layer CNN

Complexity in a two-layer CNN

In this paper a two-layer linear cellular neural network (CNN) in which self-organizing patterns do develop, is introduced. The dynamic behaviour of the single two-layer linear CNN cell is studied and the global behaviour of the whole CNN is discussed. Different nonlinear phenomena are reported including autowaves and spirals.

Luigi Fortuna | Salvatore Baglio | Paolo Arena | Gabriele Manganaro

[1] Lin-Bao Yang,et al. Cellular neural networks: theory , 1988 .

[2] Ákos Zarándy,et al. CNNM multi-layer cellular neural network simulator.Version 2.4. 1992. User's guide. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-12-1992.) , 1992 .

[3] Leon O. Chua,et al. Spiral waves on a 2-D array of nonlinear circuits , 1993 .

[4] Leon O. Chua,et al. Autonomous cellular neural networks: a unified paradigm for pattern formation and active wave propagation , 1995 .

[5] Ángel Rodríguez-Vázquez,et al. A CNN UNIVERSAL CHIP IN CMOS TECHNOLOGY , 1996 .

[6] V. I. Krinsky,et al. Autowaves: Results, Problems, Outlooks , 1984 .

[7] S. Kondo,et al. A reactiondiffusion wave on the skin of the marine angelfish Pomacanthus , 1995, Nature.

[8] F. Zou,et al. Bifurcation and chaos in cellular neural networks , 1993 .

[9] Leon O. Chua,et al. The CNN paradigm , 1993 .

[10] S. Espejo,et al. A CNN universal chip in CMOS technology , 1994, Proceedings of the Third IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA-94).

[11] Vicente Pérez-Muñuzuri,et al. Autowaves for Image Processing on a Two-Dimensional CNN Array of Excitable Nonlinear Circuits: Flat and Wrinkled Labyrinths V. Perez-Mufiuzuri, V. Perez-Villar, and Leon 0. Chua, Fellow, ZEEE , 1993 .