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ANALOG CIRCUIT IMPLEMENTATION OF NEURAL NETWORK WITH HIGH PRECISION WEIGHTS

机译:具有高精度重量的神经网络模拟电路实现

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摘要

A current-mode MOS neuron circuit with 4-bit programmable weights is presented by using CMOS technology. The weights of the neurcn have high resolution and also can easily be digitally stored. The resolution can be extended into high levels such as 8-bit, etc. by the design methodology presented in this paper. The operational principle of the neuron is discussed. Circuit simulation has been made by use of SPICE II. The results give a good agreement for the design requirements.
机译:通过使用CMOS技术呈现具有4位可编程权重的电流模式MOS神经元电路。 Neurcn的重量具有高分辨率,并且还可以容易地进行数字储存。通过本文提出的设计方法,分辨率可以扩展为高水平,例如8位等。讨论了神经元的操作原理。通过使用Spice II进行了电路模拟。结果为设计要求提供了良好的一致性。

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