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In chaos neural network chaos control manner and the device

机译:混沌神经网络中的混沌控制方式及装置

摘要

PURPOSE: To provide a method and device for chaos control which stabilize an unstable point for neural network that can be generate chaos. CONSTITUTION: To a system of chaos neural network, the unstable point is found (S1), Jachobian is found for a system including feedback for control (S2), and the range of parameters of the feedback is found so that the absolute values of its characteristic values are all less than 1 (S3), and a maximum feedback value is set so as to saturate the feedback value so that the system is not diverged as a result of the feedback (S4), and feedback to the chaos neural network is performed by using the feedback parameters, maximum feedback value, and unstable point, thereby stabilizing the unstable point (S5).
机译:目的:提供一种用于混沌控制的方法和装置,其可以稳定神经网络的不稳定点,该不稳定点可以产生混沌。构成:对于一个混沌神经网络系统,发现了不稳定点(S1),对于一个包含控制反馈的系统(S2),发现了Jachobian,并找到了反馈参数的范围,从而得到了其绝对值特征值均小于1(S3),并且设置了最大反馈值以使反馈值饱和,以使系统不会因反馈而发散(S4),并且对混沌神经网络的反馈为通过使用反馈参数,最大反馈值和不稳定点来执行,从而稳定不稳定点(S5)。

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