Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI.
Georgia KoppeHazem ToutounjiPeter KirschStefanie LisDaniel DurstewitzPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- recurrent neural networks
- nonlinear dynamical systems
- dynamical systems
- feed forward
- neural network
- dynamical behavior
- neural model
- recurrent networks
- reservoir computing
- echo state networks
- phase space
- artificial neural networks
- generative model
- feedforward neural networks
- real time
- cascade correlation
- data analysis
- search algorithm
- machine learning