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High‐speed adaptive analog filter based on fully analog artificial neural network.
- 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]
- Subjects :
- *ADAPTIVE filters
*FILTER banks
*ELECTRIC circuits
Subjects
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