Title :
Autowaves and spatio-temporal chaos in CNNs. II. A tutorial
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
fDate :
10/1/1995 12:00:00 AM
Abstract :
For part I, see ibid., vol. 42, no. 10, pp. 638-49 (Oct. 1995). In this paper, we reproduce and discuss some of the spatio-temporal phenomena, recently simulated in discrete CNNs of dimension one, two, and three. We show how target, or concentric waves, can be generated in both excitable and fluctuating 2-D media, and how several types of scroll waves can be simulated in 3-D arrays. The basic property of autowaves exhibited in interactions-mutual annihilation-is demonstrated through examples. Also included is a discussion of the coexistence of low- and high-dimensional attractors in a CNN ring. Chua´s circuit is used as the basic cell in the CNN arrays. Parameter values and initial conditions for the corresponding simulations are given so they can be reproduced with different simulators
Keywords :
Chua´s circuit; cellular neural nets; chaos; nonlinear network analysis; 1D CNN; 2D CNN; 3D CNN; 3D arrays; CNN arrays; CNN ring; Chua´s circuit; autowaves; concentric waves; discrete CNNs; excitable 2D media; fluctuating 2D media; high-dimensional attractors; initial conditions; low-dimensional attractors; mutual annihilation; scroll waves; simulations; spatio-temporal chaos; target waves; Cellular neural networks; Chaos; Circuit simulation; Costs; Equations; Frequency; Heart; Spatiotemporal phenomena; Spirals; Tutorial;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on