Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI.
Georgia KoppeHazem ToutounjiPeter KirschStefanie LisDaniel DurstewitzPublished in: CoRR (2019)
Keyphrases
- recurrent neural networks
- nonlinear dynamical systems
- dynamical systems
- neural network
- feed forward
- echo state networks
- dynamical behavior
- artificial neural networks
- generative model
- recurrent networks
- phase space
- reservoir computing
- feedforward neural networks
- human brain
- neural model
- chaotic time series
- functional magnetic resonance imaging
- data analysis
- partial differential equations
- back propagation
- signal processing
- search algorithm
- cascade correlation
- image processing