Stability analysis of equilibria of cellular neural networks
细胞神经网络平衡点稳定性分析

By dividing state space into some sub-domains, the stability of equilibrium of the cellular neural networks is analyzed. According to the location of the equilibria, the Hurwitzian of one or more system matrices in each sub-domain is examined, and some sufficient algebraic conditions ensuring the stability of the equilibrium are obtained. The conditions only depend on the system parameters and are easily tested in the system design.