Hardware Implementation Design of Analog Neural Rank-Order Filter

被引:0
|
作者
Tymoshchuk, Pavlo V. [1 ]
Shatnyi, Sergiy V. [1 ]
机构
[1] Lviv Polytech Natl Univ, CADS Dept, 5 Metropolitan Andrej Str, UA-79013 Lvov, Ukraine
关键词
Rank-order filtering; analog neural network; a system of algebra-differential equations; computational complexity; hardware implementation; computer simulation; ARCHITECTURES;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Hardware implementation design in FPGA based reconfigurable computing architecture of analog neural rank-order filter is presented. The problem of rank-order filtering is solved on the base of analog neural circuit which determines maximal value signals among signal set. The filter is described by system of algebra-differential equations and combines such properties as high accuracy and speed, low computational and hardware implementation complexity, and independency on initial conditions. The filter can be used for processing of constant signals, variable signals, and also equal signals. The filter simulation examples confirming theoretical statements are provided. According to simulation results, the neural rank-order filter implemented in hardware is capable to signal processing with much higher speed comparatively to its software implementation.
引用
收藏
页码:88 / 91
页数:4
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