| 线性双向联想存储器 |
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| 引用本文： | 施国勇.线性双向联想存储器[J].宁波大学学报(理工版),1998(2). |
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| 作者姓名： | 施国勇 |
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| 作者单位： | 宁波大学应用数学系 |
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| 摘 要： | 提出了一个线性双向联想存储器的模型，一组有限个向量对由一线性算子建立起双向联想关系，此线性算于是一个网络的联结权重矩阵。该权矩阵由最小二乘法决定。由权矩阵的解导出一特殊类型的Ｌｙａｐｕｎｏｖ矩阵方程．本文提供了这种Ｌｙａｐｕｎｏｖ矩阵方程的解。
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| 关 键 词： | BAM，最小二乘法，Lyapunov矩阵方程 |
LINEAR BIDIRECTIONAL ASSOCIATIVE MEMORY |
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| Shi Guoyong.LINEAR BIDIRECTIONAL ASSOCIATIVE MEMORY[J].Journal of Ningbo University(Natural Science and Engineering Edition),1998(2). |
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| Authors: | Shi Guoyong |
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| Abstract: | A model of linear bidirectional associative memory (BAM) isproposed. A finite set of given pair vectors are associated bidirectionallythrough a linear operator, which is the connection weight matrix of a network.The design of the weight matrix is based upon the least squares method.Solution for the weight matrix leads to a special type of Lyapunov matrixequation . Mathematical Solutions of Lyapunov matrix equation are provided. |
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| Keywords: | BAM least squares Lyapunov matrix equation |
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