| 一类神经网络多层感知器的全硬件实现 |
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| 引用本文： | 何述东,瞿坦,黄献青,!黄心汉. 一类神经网络多层感知器的全硬件实现[J]. 华中科技大学学报(自然科学版), 1996, 0(11) |
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| 作者姓名： | 何述东 瞿坦 黄献青 !黄心汉 |
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| 作者单位： | He Shudong Dept. of Auto. Contr. Eng.，HUST，Wuhan 430074，China. Qu Tan Huang Xianqing Huang Xinhan |
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| 摘 要： | 针对模式分类问题，给出了一种神经网络多层感知器数字电路硬件实现方法，该方法在硬件电路中不含有数字乘法器，从而有助于克服目前神经网络数字器件难以单片集成的缺限．采用该方法研制出了具体的硬件线路板，应用于一实际的分类问题，取得了良好的效果
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| 关 键 词： | 神经网络；多层感知器；硬件实现；模式识别 |
Hardware Implementation of the Multilayer Perceptron for a Neural Network |
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| He Shudong Dept. of Auto. Contr. Eng.,HUST,Wuhan ,China. Qu Tan Huang Xianqing Huang Xinhan. Hardware Implementation of the Multilayer Perceptron for a Neural Network[J]. JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE, 1996, 0(11) |
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| Authors: | He Shudong Dept. of Auto. Contr. Eng. HUST Wuhan China. Qu Tan Huang Xianqing Huang Xinhan |
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| Affiliation: | He Shudong Dept. of Auto. Contr. Eng.,HUST,Wuhan 430074,China. Qu Tan Huang Xianqing Huang Xinhan |
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| Abstract: | The self learning function of the multilayer perceptron for an artificial neural network can be easily realized by dynamic change of the weights, but it is very difficult to bring about the change in hardware implementation. This paper presents a new method for accomplishing digital circuit implementation of the multilayer perceptron, which is especially useful for pattern classification. As there is no digital multiplier in the hardware circuit board, the difficulty in single chip integration can be overcome. A perceptron digital circuit for solving actual class ification has been successfully developed. |
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| Keywords: | neural network multilayer perceptron hardware implementation pattern recognition |
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