| 新型联想记忆神经网络的硬件实现研究 |
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| 引用本文： | 王剑,万冬梅,毛宗源. 新型联想记忆神经网络的硬件实现研究[J]. 计算机工程与应用, 2003, 39(14): 25-29 |
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| 作者姓名： | 王剑 万冬梅 毛宗源 |
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| 作者单位： | 1. 华南理工大学自动化科学与工程学院,广州,510640
2. 九江学院理学系,江西,九江,332005 |
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| 基金项目： | 广东省自然科学基金项目(编号:011626)，广东省科技厅工业攻关项目(编号:c10909) |
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| 摘 要： | 论文研究了一种新型联想记忆神经网络的硬件实现,并给出了运行框图及其说明。每个神经元由一个功能简单的微处理单元和一组存储单元构成,存储在连接中的数据,转移到相应的目标神经元的E2PROM中,由一个微处理器控制所有神经元的运行和作为与外部设备的接口,硬件网络本身同时实现了回忆和记忆功能。
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| 关 键 词： | 神经网络 联想记忆 Hamming距 硬件实现 |
| 文章编号： | 1002-8331-(2003)14-0025-05 |
| 修稿时间： | 2003-01-01 |
Hardware Implementation Study of A New Associative Memory Neural Network |
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| WangJianWanDongmeiMaoZongyuan. Hardware Implementation Study of A New Associative Memory Neural Network[J]. Computer Engineering and Applications, 2003, 39(14): 25-29 |
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| Authors: | WangJianWanDongmeiMaoZongyuan |
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| Affiliation: | WangJian1WanDongmei2MaoZongyuan11 |
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| Abstract: | This paper presents a method of hardware implementation on a new a ss ociative memory neural network,pro-vides the working block diagram and explain s it in detail.Each neuron is composed of a MPU with simple structure and a set of memory unit,the data stored in links are moved to E 2 PROM of target neurons,one MPU controls the oper-ation of all neuron and w ork as a interface between the network and outside device,the hardware network itself can do both memorizing and recalling. |
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| Keywords: | neural network associat ive memory Hamming distance Hardware implementation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
