| 局域互联神经网络的关联存储 |
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| 引用本文： | 张家军 张莉. 局域互联神经网络的关联存储[J]. 光学学报, 1993, 13(8): 06-710 |
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| 作者姓名： | 张家军 张莉 |
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| 作者单位： | 南京理工大学应用物理系 南京210014(张家军，张莉，阎大鹏)，南京理工大学应用物理系 南京210014(贺安之) |
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| 基金项目： | 南京理工大学青年基金的资助 |
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| 摘 要： | 基于全局互联的Hopfield模型,本文提出了局域互联关联存储的新概念.与全局互联相比,局域互联具有较小的关联矩阵,因而,有利于用现有的空间光调制器加以实现.同时,计算机模拟结果表明,它仍然具有全局关联存储的能力.
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| 关 键 词： | 神经网络 Hopfield模型 关联存储 |
| 收稿时间： | 1992-11-05 |
Locally interconnected neural network for associative memory |
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| ZHANG Jiajun ZHANG Li YAN Dapeng HE Anzhi. Locally interconnected neural network for associative memory[J]. Acta Optica Sinica, 1993, 13(8): 06-710 |
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| Authors: | ZHANG Jiajun ZHANG Li YAN Dapeng HE Anzhi |
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| Abstract: | Based on the globally interconnected Hopfield model, a new concept of locally interconnected associative memory is proposed in this paper. Compared with the globally interconnected, locally interconnected neural network has a smaller interconnection weight matrix (IWM), therefore, it can be easily implemented with commercially available spatial light modulators. Moreover, computer simulations indicate that it still possesses the global association ability. |
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| Keywords: | optical neural network Hopfield model local interconnection. |
| 本文献已被 CNKI 维普 等数据库收录！ |
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