| BP神经网络原理及MATLAB仿真 |
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| 引用本文： | 盛仲飙.BP神经网络原理及MATLAB仿真[J].渭南师范学院学报,2008,23(5):65-67. |
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| 作者姓名： | 盛仲飙 |
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| 作者单位： | 渭南师范学院,计算机科学系,陕西,渭南,714000 |
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| 摘 要： | BP网络在人工神经网络中应用最为广泛．它理论完善、结构直观．本文首先介绍了BP神经网络的原理、进行训练的过程、存在的问题；接着探讨了几种先进的BP训练方法．最后，用Matlab语言，以函数逼近为例实现了BP网络的仿真训练．
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| 关 键 词： | BP网络 人工神经网络 matlab 仿真 |
BP Neural Network Principles and Matlab Simulation |
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| SHENG Zhong-biao.BP Neural Network Principles and Matlab Simulation[J].Journal of Weinan Teachers College,2008,23(5):65-67. |
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| Authors: | SHENG Zhong-biao |
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| Institution: | SHENG Zhong-biao (Department of Computer Science, Weinan Teachers University, Weinan 714000, China) |
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| Abstract: | BP network is one of the widest application areas in the artificial neural network, its theory is very perfect, and its structure is very simple. The paper first introduces the principles of BP neural network the course of training networks and the existing problems. Then, the paper summarizes some kinds of advanced training methods of BP. Finally, the paper realizes the simulation of BP on the way of function pattern association with Matlab language. |
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| Keywords: | matlab |
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