Multivariate dynamical systems models for estimating causal interactions in fMRI.
Srikanth RyaliKaustubh SupekarTianwen ChenVinod MenonPublished in: NeuroImage (2011)
Keyphrases
- dynamical systems
- dynamical models
- dynamical behavior
- differential equations
- data analysis
- causal interactions
- predictive state representations
- dynamic systems
- qualitative simulation
- nonlinear dynamical systems
- complex systems
- latent variable models
- model selection
- past observations
- conditional random fields
- stochastic processes
- linear dynamical systems
- agent environment
- probability distribution
- probabilistic model
- image segmentation