Structural properties of continuous representations of Boolean functions for gene network modelling
β Scribed by Saadia Faisal; Gerwald Lichtenberg; Saskia Trump; Sabine Attinger
- Publisher
- Elsevier Science
- Year
- 2010
- Tongue
- English
- Weight
- 513 KB
- Volume
- 46
- Category
- Article
- ISSN
- 0005-1098
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β¦ Synopsis
This paper recaps and extends a new method for the parameter identification of Boolean models with continuous valued data. The proposed Zhegalkin identification method with constraints allows us to include a priori known qualitative properties of the system formulated as binary rules. One rule is especially investigated, i.e. the canalizing property-because of its relevance in gene network modelling from which an application example is given.
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