Parameter Estimation of Sigmoid Superpositions: Dynamical System Approach.
Ivan TyukinCees van LeeuwenDanil V. ProkhorovPublished in: Neural Comput. (2003)
Keyphrases
- parameter estimation
- dynamical systems
- maximum likelihood
- model selection
- differential equations
- belief networks
- dynamic systems
- least squares
- random fields
- markov random field
- em algorithm
- statistical models
- expectation maximization
- phase space
- parameter estimation algorithm
- approximate inference
- transfer function
- nonlinear dynamics
- state space
- nonlinear dynamical systems
- predictive state representations
- dynamical behavior
- structure learning
- activation function
- bayesian framework