Solving Navier-Stokes Equation Using FPGA Cellular Neural Network Chip

被引:0
作者
Duc-Thai Vu [1 ]
Le Hung Linh [1 ]
Nguyen Mai Linh [1 ]
机构
[1] Thai Nguyen Univ, Univ Informat & Commun Technol, Thai Nguyen, Vietnam
来源
ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY | 2017年 / 538卷
关键词
Cellular Neural Network; Navier-Stokes equation; Water flow; FPGA; Partial differential equation;
D O I
10.1007/978-3-319-49073-1_60
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a method of using Cellular Neural Network (CNN) for solving hydraulic Navier-Stokes equations, which are a set of three partial differential equations with 3 functional variables and each function has three variables for time and space. The paper has 5 parts: part 1 is the introduction; Part 2 discusses the Navier-Stokes for flow through narrow slots; Part 3 analyzes and finds templates for designing CNN architecture; Part 4 provides some solutions for optimizing resources and speeding up computing; Part 5 sets up CNN chip for implementing and computing results; the last part is conclusion and developing trends.
引用
收藏
页码:562 / 571
页数:10
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