Portal de Periódicos da CAPES

COMPLEX DYNAMICS IN NEARLY SYMMETRIC THREE-CELL CELLULAR NEURAL NETWORKS

2002; World Scientific; Volume: 12; Issue: 06 Linguagem: Inglês

10.1142/s0218127402005133

1793-6551

Mauro Di Marco, Mauro Forti, A. Tesi,

Neural Networks and Applications

The paper introduces a class of third-order nonsymmetric Cellular Neural Networks (CNNs), and shows through computer simulations that they undergo a cascade of period doubling bifurcations which leads to the birth of a large-size complex attractor. A major point is that these bifurcations and complex dynamics happen in a small neighborhood of a particular CNN with a symmetric interconnection matrix.