CUED Publications database

A CNN algorithm for real time analysis of DNA microarrays

Arena, P and Fortuna, L and Occhipinti, L (2002) A CNN algorithm for real time analysis of DNA microarrays. IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 49. pp. 335-340. ISSN 1057-7122

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The work focuses on a new approach for DNA-chip image processing by using the cellular neural network (CNN) paradigm. In particular the work aims to solve the main issues in automatic classification and spot validation that arise during an automatic DNA microarray analysis procedure. This contribution briefly presents the basic DNA micro-array technique and the state-of-the-art technologies, and introduces the idea of processing DNA chip data via CNNs, reporting also suitable examples. The algorithm described has been developed using a high level language, dedicated to CNN Universal Machine (CNNUM) chip programming, and validated on a typical fluorescence image from DNA microarray after hybridization.

Item Type: Article
Depositing User: Cron Job
Date Deposited: 01 Feb 2019 20:35
Last Modified: 09 Sep 2021 01:27
DOI: 10.1109/81.989167