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STUDIES ON PROGRAMMING FEATURES AND METHODS OF FLOATING GATE MOSFET AS ANALOG MEMORY FOR SYNAPTIC WEIGHTS IN NEURAL NETWORKS

STUDIES ON PROGRAMMING FEATURES AND METHODS OF FLOATING GATE MOSFET AS ANALOG MEMORY FOR SYNAPTIC WEIGHTS IN NEURAL NETWORKS
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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. 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.
出处 《Journal of Electronics(China)》 1992年第4期350-352,354-357,共7页 电子科学学刊(英文版)
基金 the Natural Science Foundation of China.
关键词 Neural network Floating gate MOSFET ANALOG MEMORY SYNAPTIC weight PROGRAMMING Neural network Floating gate MOSFET Analog memory Synaptic weight Programming
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