Stability of cellular neural networks with opposite-sign templates

作者: F. Zou , J.A. Nossek

DOI: 10.1109/31.81867

关键词:

摘要: Cellular neural networks (CNNs) with opposite-sign templates have been successfully applied by T. Matsumoto et al. in connected component detection (CCD) feature extraction (see ibid., vol.37, p.633-5, 1990). A stability analysis of this class nonreciprocal CNN is provided L.O. Chua p.1520-7, In paper, a thorough type CNNs which shows the dependence complete on template values presented. Parameter regions for and instability are determined, parameter region functionality CCD also given based investigation. Simulation examples verify that not always preserved. >

参考文章(4)
T. Matsumoto, L.O. Chua, H. Suzuki, CNN cloning template: connected component detector IEEE Transactions on Circuits and Systems. ,vol. 37, pp. 633- 635 ,(1990) , 10.1109/31.55003
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L.O. Chua, T. Roska, Stability of a class of nonreciprocal cellular neural networks IEEE Transactions on Circuits and Systems. ,vol. 37, pp. 1520- 1527 ,(1990) , 10.1109/31.101272
L.O. Chua, L. Yang, Cellular neural networks: theory IEEE Transactions on Circuits and Systems. ,vol. 35, pp. 1257- 1272 ,(1988) , 10.1109/31.7600