Global nonlinear approach for mapping parameters of neural mass models.
Dominic M. DunstanMark P. RichardsonEugenio AbelaOzgur E. AkmanMarc GoodfellowPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- parameter estimation
- nonlinear models
- free parameters
- neural network
- analytical models
- nonlinear regression
- probabilistic model
- maximum likelihood
- network architecture
- neural model
- ordinary differential equations
- model selection
- nonlinear dynamics
- data sets
- image statistics
- global motion
- connectionist models
- fuzzy inference system
- autoregressive
- parameter values
- statistical models
- complex systems
- input data
- prior knowledge
- decision trees
- genetic algorithm