Reconstructing gene regulatory networks of biological function using differential equations of multilayer perceptrons.
Guo MaoRuigeng ZengJintao PengKe ZuoZhengbin PangJie LiuPublished in: BMC Bioinform. (2022)
Keyphrases
- differential equations
- gene regulatory networks
- multilayer perceptron
- regulatory networks
- ordinary differential equations
- biological data
- gene regulatory
- systems biology
- dynamical systems
- neural network
- network model
- gene expression data
- reverse engineering
- high throughput
- radial basis function
- artificial neural networks
- microarray
- gene expression
- bayesian inference
- neural network model
- partial differential equations
- back propagation
- belief networks
- biological systems
- structure learning
- graphical models
- machine learning