Hardware implementation of a neural network based path planning algorithm by using the VHDL

Ricky H. T. Chan, P.K.S. Tam, D. P. Kwok, P.W.M. Cheung
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引用次数: 3

Abstract

This paper presents a new approach for designing a neural network based path planning algorithm in an integrated circuit by using the VHDL. VHDL is the name of the IEEE 1076 hardware description language standard for very high speed digital circuit design. The structure of the VHDL provides a convenient construct for the implementation of neural network into electronic hardware. In addition, with VHDL analyzer and logic synthesis software, hardware prototypes can be implemented in ASIC, especially field programmable gate array, automatically.<>
用VHDL硬件实现了一种基于神经网络的路径规划算法
本文提出了一种利用VHDL语言设计集成电路中基于神经网络的路径规划算法的新方法。VHDL是IEEE 1076硬件描述语言标准的名称,用于非常高速的数字电路设计。VHDL的结构为神经网络在电子硬件中的实现提供了方便的构造。此外,借助VHDL分析仪和逻辑合成软件,硬件原型可以在ASIC上自动实现,特别是现场可编程门阵列。
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