| 神经记忆的电阻网络综合 |
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| 引用本文： | 王柏勇, 虞厥邦. 神经记忆的电阻网络综合[J]. 电子与信息学报, 1991, 13(3): 225-231. |
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| 作者姓名： | 王柏勇 虞厥邦 |
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| 作者单位： | 电子科技大学 成都(王柏勇)，电子科技大学 成都(虞厥邦) |
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| 摘 要： | 本文提出了从神经系统功能进行网络综合的观点。对神经网络的记忆功能进行了研究,建立了数学模型,并用分段线性电阻网络进行综合。所得到的非线性电阻网络除具有并行性、实时性、分布性和自适应等一系列人工神经网络的特点外,网络中各参数由网络所应记忆模式和特征向量的解析式给出,这比传统的人工神经网络具有较强的直观性,便于实际应用。
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| 关 键 词： | 神经网络 神经记忆 电阻网络综合 |
| 收稿时间： | 1990-05-09 |
| 修稿时间： | 1900-01-01 |
RESISTIVE NETWORK SYNTHESIS FOR NEURAL MEMORY |
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| Wang Baiyong, Yu Juebang. RESISTIVE NETWORK SYNTHESIS FOR NEURAL MEMORY[J]. Journal of Electronics & Information Technology, 1991, 13(3): 225-231. |
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| Authors: | Wang Baiyong Yu Juebang |
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| Affiliation: | University of Electronics Science and Technology of China Chengdu |
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| Abstract: | It is suggested to study the neural network in the view of neural functions. The memory function of network is studied and its mathematical model is given. The model is synthesized by a peicewise-linear resistive network. The network is of many properties of artificial network such as parallelism, real-time processing, distributivity and adaptability etc., in addition, the parameters of network are expressed analytically by the patterns and features which are memorized in the network. |
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| Keywords: | Neural network Neural memory Resistive network synthesis |
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