| 一类学习联想神经网络的动态特性研究 |
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| 引用本文： | 曾黄麟.一类学习联想神经网络的动态特性研究[J].四川理工学院学报(自然科学版),1994(1). |
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| 作者姓名： | 曾黄麟 |
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| 基金项目： | 四川省教委重点科研基金 |
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| 摘 要： | 本文讨论了一类联想神经网络在学习新的模式过程中，结构变化引起网络平衡点状态变化的动态特性；分析了联想过程中输入激励在噪声干扰情况下网络的抗噪性能，得到一些对于研究联想神经网络学习性质有用的结论。
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| 关 键 词： | 联想神经网络 学习算法 动态特性 结构指数稳定 |
STUDIES ON THE DYNAMIC BEHAVI0RS OF A LEARNING ASSOCIATIVE NEURAL NETWORK |
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| Zeng Huanglin.STUDIES ON THE DYNAMIC BEHAVI0RS OF A LEARNING ASSOCIATIVE NEURAL NETWORK[J].Journal of Sichuan University of Science & Engineering:Natural Science Editton,1994(1). |
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| Authors: | Zeng Huanglin |
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| Institution: | Dept.of Electronic Engineering |
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| Abstract: | An exponential stability and trajectory bounds of the motions of equllibria of an associative neural network are investigated under structural varitions while learning a new pattern in the paper.The filtering ability of associative neural network contaminated input noise is analysed.The obtained results are expected instructive for further studies of learning associative neural networks. |
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| Keywords: | associative neural networks learning algorithm dynamic behaviors structure exponential stability |
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