Synthesis of recurrent neural networks for dynamical system simulation.
Adam P. TrischlerGabriele M. T. D'EleuterioPublished in: CoRR (2015)
Keyphrases
- recurrent neural networks
- dynamical systems
- discrete event
- qualitative differential equations
- differential equations
- feed forward
- neural network
- nonlinear dynamical systems
- dynamic systems
- artificial neural networks
- recurrent networks
- neural model
- dynamical behavior
- reservoir computing
- state space
- simulation model
- phase space
- echo state networks
- predictive state representations
- nonlinear dynamics
- cascade correlation
- immune network
- mathematical model
- stochastic systems
- back propagation
- past observations
- nonlinear dynamic systems