Deep learning and differential equations for modeling changes in individual-level latent dynamics between observation periods.
Göran KöberRaffael KalischLara M. C. PuhlmannAndrea ChmitorzAnita SchickHarald BinderPublished in: CoRR (2022)
Keyphrases
- differential equations
- deep learning
- dynamical systems
- individual level
- ordinary differential equations
- restricted boltzmann machine
- unsupervised feature learning
- numerical solution
- boundary value problem
- unsupervised learning
- numerical methods
- group level
- partial differential equations
- machine learning
- similarity measure
- state space
- high dimensional
- object recognition