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High‐speed adaptive analog filter based on fully analog artificial neural network.

Authors :
Paulů, Filip
Hospodka, Jiří
Source :
International Journal of Circuit Theory & Applications. Dec2023, Vol. 51 Issue 12, p5543-5554. 12p.
Publication Year :
2023

Abstract

Summary: This paper presents an innovative concept of a high‐speed and higher order adaptive filter. A fully analog artificial neural network handles the adaption by using a filter bank for filtering and learning through analog feedback inspired by backpropagation. There is no clock control used in this concept, which makes real‐time adaption possible even for high frequencies. Its functionality is shown by several electrical circuit simulations involving component inaccuracies as well as a commonly used filter example. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00989886
Volume :
51
Issue :
12
Database :
Academic Search Index
Journal :
International Journal of Circuit Theory & Applications
Publication Type :
Academic Journal
Accession number :
174030635
Full Text :
https://doi.org/10.1002/cta.3701