Verilog-A在神经网络反向传播算法建模中的应用

K. Suzuki, A. Nishio, A. Kamo, T. Watanabe, H. Asai
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引用次数: 5

摘要

本文介绍了模拟应用硬件描述语言Verilog-A在神经网络建模中的应用。我们尝试用一种学习算法来模拟神经网络,这种算法还没有被设计成电子电路。采用Verilog-A对学习算法进行建模,并通过Verilog-A仿真求解出合适的突触权值。
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An application of Verilog-A to modeling of back propagation algorithm in neural networks
This paper describes an application of the Verilog-A, which is a hardware description language for analog applications, to the modeling of neural networks. We attempt to simulate neural networks having a learning algorithm, which has not been designed with electronic circuits. The learning algorithm is modeled with Verilog-A and the suitable synaptic weights are solved by Verilog-A simulation.
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