Nonlinear Discovery of Slow Molecular Modes using Hierarchical Dynamics Encoders.
Wei ChenHythem SidkyAndrew L. FergusonPublished in: CoRR (2019)
Keyphrases
- highly nonlinear
- dynamic model
- nonlinear dynamics
- analysis of gene expression data
- gaussian process latent variable models
- hierarchical structure
- data mining
- three dimensional
- scientific discovery
- knowledge discovery
- dynamical systems
- discovery process
- dna computing
- video compression
- molecular level
- tracking error
- low dimensional
- video sequences
- learning algorithm