| 一种通用神经网络模型及其应用研究 |
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| 引用本文： | 丁刚,钟诗胜.一种通用神经网络模型及其应用研究[J].航空精密制造技术,2006,42(4):52-54. |
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| 作者姓名： | 丁刚 钟诗胜 |
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| 作者单位： | 哈尔滨工业大学机电工程学院,哈尔滨,150001 |
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| 基金项目： | 国家自然科学基金资助项目(60373102) |
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| 摘 要： | 提出了一种新型模拟生物神经网络的性能特征通用人工神经网络模型。该模型含有跨层连接和反馈连接,在这些连接上设有选择性开关,能够控制网络模型做出相应的变换。并给出了相应的学习算法。
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| 关 键 词： | 神经网络 跨层连接 反馈连接 飞机发动机状态监控 |
| 文章编号： | 1003-5451(2006)04-0052-03 |
| 修稿时间： | 2005年12月10 |
General Neural Network Model and Its Application |
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| DING Gang,ZHONG Shi-sheng.General Neural Network Model and Its Application[J].Aviation Precision Manufacturing Technology,2006,42(4):52-54. |
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| Authors: | DING Gang ZHONG Shi-sheng |
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| Abstract: | In order to get a better simulation of the biological neural networks,a general neural network model is proposed,which has both parallel feedforward links and feedback links.By switching these links,a group of idiographic neural network models can be generated.A corresponding learning algorithm is developed.The effectiveness of the model and its learning algorithm is proved by the prediction of the exhaust gas temperature in the aircraft engine condition monitoring. |
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| Keywords: | neural network parallel link feedback link aircraft engine condition monitoring |
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