| 二维量子细胞神经网络及其图像处理应用 |
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| 引用本文： | 王森,蔡理,康强,李芹,吴刚.二维量子细胞神经网络及其图像处理应用[J].固体电子学研究与进展,2008,28(3). |
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| 作者姓名： | 王森 蔡理 康强 李芹 吴刚 |
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| 作者单位： | 1. 空军工程大学理学院,西安,710051
2. 空军工程大学科研部,西安,710051 |
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| 基金项目： | 陕西省自然科学基金，空军工程大学理学院学位论文创新基金 |
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| 摘 要： | 以量子细胞自动机为神经元,以量子细胞自动机的极化率和量子相位为状态变量,提出了一种二维多层的量子细胞神经网络结构;以量子细胞自动机的极化率为像素值,通过选择不同的模板,使得量子细胞神经网络实现水平线和垂直线检测以及图像去噪等功能,仿真结果显示其在图像处理上的有效性。与传统的CNN相比,量子细胞神经网络易于超大规模实现且具有超低功耗、超高集成度等优点。
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| 关 键 词： | 量子细胞神经网络 量子细胞自动机 细胞神经网络 图像处理 |
The Two-dimensional Quantum Cellular Neural Network and Its Applications to Image Processing |
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| WANG Sen,CAI Li,KANG Qiang,LI Qin,WU Gang.The Two-dimensional Quantum Cellular Neural Network and Its Applications to Image Processing[J].Research & Progress of Solid State Electronics,2008,28(3). |
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| Authors: | WANG Sen CAI Li KANG Qiang LI Qin WU Gang |
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| Affiliation: | WANG Sen1 CAI Li1 KANG Qiang2 LI Qin1 WU Gang1(1The Science Institute,Air Force Engineering University,Xi\'an,710051,CHN)(2Science Research Department,CHN) |
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| Abstract: | The two-dimensional large-neighborhood quantum cellular neural network(CNN) is proposed by using the quantum cellular automata as neuron cells,with the polarization of a quantum-dot cell and quantum phase as state variables.The proposed quantum cellular neural network can perform the functions of horizontal line detecting,vertical line detecting and image noise removal by using the polarization of quantum-dot cell as pixel value and selecting different cloning templates.The simulation results demonstrate th... |
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| Keywords: | quantum cellular neural network quantum cellular automata cellular neural network image processing |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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