| Hopfield改进模型的存储容量与编码 |
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| 引用本文： | 陈谋智,骆万发.Hopfield改进模型的存储容量与编码[J].厦门大学学报(自然科学版),1993,32(6):701-706. |
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| 作者姓名： | 陈谋智 骆万发 |
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| 作者单位： | 厦门大学物理学系
(陈谋智，骆万发，郭东辉，陈振湘，刘瑞堂)，厦门大学物理学系(吴伯僖) |
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| 摘 要： | 根据对Ｈｏｐｆｉｅｌｄ神经网络改进模型大量的计算模拟实验，证明了这种存储矩阵对角元Ｔｉｉ＝１的改进模型具有比Ｔｉｉ＝０的原模型更大的存储容量和更强的纠错能力，并通过对二元矢量的编码，使得这个模型存储容量和纠错能力得到进一步提高。
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| 关 键 词： | Hopfield模型 纠错 编码 神经网络 |
The Storing Capacity of the Modified Hopfield Model and Coding |
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| Chen Mouzhi Luo Wanfa Guo DonghuiChen Zhenxiang Liu Ruitang Wu Boxi.The Storing Capacity of the Modified Hopfield Model and Coding[J].Journal of Xiamen University(Natural Science),1993,32(6):701-706. |
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| Authors: | Chen Mouzhi Luo Wanfa Guo DonghuiChen Zhenxiang Liu Ruitang Wu Boxi |
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| Institution: | Dept. of Phys. |
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| Abstract: | Based on a lot of computation at the modified Hopfield Model of Neural Network,it has been proved that the modified model, in its storing matrix the diagonal element Ta=1 has greater storing capacity and error correcting ability than the original Hop-field model with Tit = 0. And by coding bino-vector, the storing capacity and error correcting ability of the modified model will be further increased. |
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| Keywords: | Hopfield model Error correcting Coding |
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