| 基于Kalman滤波的神经网络快速学习算法及应用 |
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| 引用本文： | 王耀南. 基于Kalman滤波的神经网络快速学习算法及应用[J]. 系统工程与电子技术, 1997, 0(3) |
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| 作者姓名： | 王耀南 |
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| 作者单位： | 华东地质学院计算机系 江西344000 |
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| 基金项目： | 中科院自动化所模式识别国家重点实验室基金资助课题 |
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| 摘 要： | 本文提出一种基于Kalman滤波算法的神经网络快速学习算法(EKL).经图像边缘检测应用结果表明,该算法对于加快网络学习的收敛性有着显著成效.
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| 关 键 词： | 图像处理 算法 卡尔曼滤波 神经网络 |
Fast Learning Algorithm for Neural Networks Based on Kalman Filter and Its Application |
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| Wang Yaonan. Fast Learning Algorithm for Neural Networks Based on Kalman Filter and Its Application[J]. System Engineering and Electronics, 1997, 0(3) |
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| Authors: | Wang Yaonan |
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| Affiliation: | Wang Yaonan Department of Computer,East China Gological Institute,Jiangxi 344000 |
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| Abstract: | This paper presents a neural networks learning algorithm based on Kalman filter. The results of image edge detection show that the algorithm has better convergence properties than the conventional backpropagation learning technique. |
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| Keywords: | Neural networks Learning algorithm Image processing. |
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