非对称细胞神经网络存在稳定平衡点的充分条件

1998 Fifth IEEE International Workshop on Cellular Neural Networks and their Applications. Proceedings (Cat. No.98TH8359) Pub Date : 1998-04-14 DOI:10.1109/CNNA.1998.685333

S. Arik, V. Tavsanoglu

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引用次数: 5

摘要

得到了非对称细胞神经网络在总饱和区存在稳定平衡点的一个新的充分条件。结果表明，当反馈矩阵每一行元素之和大于1时，非对称CNN在总饱和区域具有稳定的平衡点。

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A sufficient condition for the existence of a stable equilibrium point in nonsymmetric cellular neural networks

We obtain a new sufficient condition for the existence of a stable equilibrium point in the total saturation region for nonsymmetric cellular neural networks (CNNs). It is shown that if the sum of the elements of each row of the feedback matrix is greater than one, a nonsymmetric CNN possesses a stable equilibrium point in the total saturation region.

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1998 Fifth IEEE International Workshop on Cellular Neural Networks and their Applications. Proceedings (Cat. No.98TH8359)

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