Volume 6 Issue 3
Apr.  2017
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Xiu-Zhi Gao, Shou-Ming Zhong, Bing-Tao Wang. Stability of a Class of Neural Networks with Asymmetric Connection Weights[J]. Journal of Electronic Science and Technology, 2008, 6(3): 346-349.
Citation: Xiu-Zhi Gao, Shou-Ming Zhong, Bing-Tao Wang. Stability of a Class of Neural Networks with Asymmetric Connection Weights[J]. Journal of Electronic Science and Technology, 2008, 6(3): 346-349.

Stability of a Class of Neural Networks with Asymmetric Connection Weights

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  • Author Bio:

    Xiu-Zhi Gao research interests include neural networks, impulsive differential system, and control theory, gaoxzhi@163.com;
    Shou-Ming Zhong, zhongshoum@yahoo.com.cn;
    Bing-Tao Wang, tao119@163.com

    Xiu-Zhi Gao research interests include neural networks, impulsive differential system, and control theory, gaoxzhi@163.com;
    Shou-Ming Zhong, zhongshoum@yahoo.com.cn;
    Bing-Tao Wang, tao119@163.com

    Xiu-Zhi Gao research interests include neural networks, impulsive differential system, and control theory, gaoxzhi@163.com;
    Shou-Ming Zhong, zhongshoum@yahoo.com.cn;
    Bing-Tao Wang, tao119@163.com

  • Received Date: 2007-09-17
  • Rev Recd Date: 2007-12-05
  • Publish Date: 2008-09-25

通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

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Stability of a Class of Neural Networks with Asymmetric Connection Weights

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Abstract: This paper derives some sufficient conditions for exponential stability for the equilibrium point by dividing the state variables of the system according to the characters of the neural networks. The new conditions are described by some blocks of the interconnection matrix. An example is given to demonstrate the effectiveness of the proposed theory.

Xiu-Zhi Gao, Shou-Ming Zhong, Bing-Tao Wang. Stability of a Class of Neural Networks with Asymmetric Connection Weights[J]. Journal of Electronic Science and Technology, 2008, 6(3): 346-349.
Citation: Xiu-Zhi Gao, Shou-Ming Zhong, Bing-Tao Wang. Stability of a Class of Neural Networks with Asymmetric Connection Weights[J]. Journal of Electronic Science and Technology, 2008, 6(3): 346-349.

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