Generalised adaptive neural filters

N. Ansari; Z. Z. Zhang

doi:10.1049/el:19930231

Generalised adaptive neural filters

N. Ansari, Z. Z. Zhang

Electrical and Computer Engineering

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

Abstract

A new nonlinear filter known as the generalised adaptive neural filter (GANF) is introduced. It is extended from the generalised stack filter and can be adapted by various neural networks. It is also shown that there always exists a GANF that can achieve an absolute error less than or equal to that of a stack filter with the same window width. Experimental results are presented to demonstrate the effectiveness of GANF for suppressing noise.

Original language	English (US)
Pages (from-to)	342-343
Number of pages	2
Journal	Electronics Letters
Volume	29
Issue number	4
DOIs	https://doi.org/10.1049/el:19930231
State	Published - Feb 1993

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Keywords

Adaptive filters
Filters
Neural networks

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10.1049/el:19930231

Cite this

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title = "Generalised adaptive neural filters",

abstract = "A new nonlinear filter known as the generalised adaptive neural filter (GANF) is introduced. It is extended from the generalised stack filter and can be adapted by various neural networks. It is also shown that there always exists a GANF that can achieve an absolute error less than or equal to that of a stack filter with the same window width. Experimental results are presented to demonstrate the effectiveness of GANF for suppressing noise.",

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AB - A new nonlinear filter known as the generalised adaptive neural filter (GANF) is introduced. It is extended from the generalised stack filter and can be adapted by various neural networks. It is also shown that there always exists a GANF that can achieve an absolute error less than or equal to that of a stack filter with the same window width. Experimental results are presented to demonstrate the effectiveness of GANF for suppressing noise.

KW - Adaptive filters

KW - Filters

KW - Neural networks

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JO - Electronics Letters

JF - Electronics Letters

IS - 4

ER -

Generalised adaptive neural filters

Abstract

All Science Journal Classification (ASJC) codes

Keywords

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