104 search results - page 6 / 21 » Learning Genetic Regulatory Network Connectivity from Time S... |
ESANN
2003
13 years 8 months ago
2003
In this paper fully connected RTRL neural networks are studied. In order to learn dynamical behaviours of linear-processes or to predict time series, an autonomous learning algori...
BMCBI
2005
13 years 6 months ago
2005
Background: The cellular signaling pathway (network) is one of the main topics of organismic investigations. The intracellular interactions between genes in a signaling pathway ar...
CIBCB
2009
IEEE
13 years 8 months ago
2009
IEEE
Although Ordinary Differential Equations (ODEs) have been used to model Genetic Regulatory Networks (GRNs) in many previous works, their steady-state behaviors are not well studied...
BMCBI
2008
13 years 7 months ago
2008
Background: Expression profiles obtained from multiple perturbation experiments are increasingly used to reconstruct transcriptional regulatory networks, from well studied, simple...
IDA
2003
Springer
14 years 6 days ago
2003
Springer
Abstract. Many examples exist of multivariate time series where dependencies between variables change over time. If these changing dependencies are not taken into account, any mode...