| STUDIES ON PROGRAMMING FEATURES AND METHODS OF FLOATING GATE MOSFET AS ANALOG MEMORY FOR SYNAPTIC WEIGHTS IN NEURAL NETWORKS |
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| 作者姓名： | 王阳 李志坚 石秉学 |
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| 作者单位： | Institute of Microelectronics Tsinghua University，Beijing 100084，Institute of Microelectronics，Tsinghua University，Beijing 100084，Institute of Microelectronics，Tsinghua University，Beijing 100084 |
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| 基金项目： | the Natural Science Foundation of China. |
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| 摘 要： | The features of the floating gate devices as analog memory have been investigatedexperimentally.Programming properties of the devices,compatibility and endurance of program-ming,and programming methods are presented in this paper.The results illustrate that thedevice can be used to store the analog weights for the neural networks,and the method that thestored value is adjusted continuously to approach to a given analog values is a rather practicalmethod for storing weights of neural networks.
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Studies on programming features and methods of floating gate mosfet as analog memory for synaptic weights in neural networks |
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| Wang Yang,Li Zhijian,Shi Bingxue.STUDIES ON PROGRAMMING FEATURES AND METHODS OF FLOATING GATE MOSFET AS ANALOG MEMORY FOR SYNAPTIC WEIGHTS IN NEURAL NETWORKS[J].Journal of Electronics,1992,9(4):350-357. |
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| Authors: | Wang Yang Li Zhijian Shi Bingxue |
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| Affiliation: | (1) Institute of Microelectronics, Tsinghua University, 100084 Beijing |
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| Abstract: | The features of the floating gate devices as analog memory have been investigated experimentally.Programming properties of the devices,compatibility and endurance of program- ming,and programming methods are presented in this paper.The results illustrate that the device can be used to store the analog weights for the neural networks,and the method that the stored value is adjusted continuously to approach to a given analog values is a rather practical method for storing weights of neural networks. |
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| Keywords: | Neural network Floating gate MOSFET Analog memory Synaptic weight Programming |
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