The stability of the error system is analyzed by a Lyapunov function, which shows that the errors are exponential convergent.
利用李亚普诺夫函数分析了误差系统的稳定性，说明误差是指数收敛的。
Used nonlinear function in learning, the algorithms can adjust automatically convergent rate.
将非线性函数引入学习过程，由算法自动调节学习速率。
When the minimal eigenvalue of connection weights matrix is greater than the reciprocal of derivation of its neuron activation function, the network will be convergent in parallel update mode.
当网络连接权值矩阵的最小特征值大于激活函数导数的倒数时，网络并行收敛。
Positive analysis and normative analysis are closely related to convergent thinking and divergent thinking function of human brain respectively.
实证分析和规范分析分别与人类大脑聚合思维和发散思维存在着密切联系。
So the learning algorithm is convergent and the network , which can approximate to arbitrary continuous function , is stable.
该网络能逼近任意的连续函数，且具有较好的稳定性。
However, when spectral response function is calculated, the results are often not convergent, because large matrix is evolved, and special measure must be taken in order to obtain useful result.
但在进行光谱响应计算时，由于要使用大型矩阵，往往会出现不收敛的结果，需要使用特殊的处理方法。
However, when spectral response function is calculated, the results are often not convergent, because large matrix is evolved, and special measure must be taken in order to obtain useful result.
但在进行光谱响应计算时，由于要使用大型矩阵，往往会出现不收敛的结果，需要使用特殊的处理方法。
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