Recurrent neural network pruning using dynamical systems and iterative fine-tuning.
Christos ChatzikonstantinouDimitrios KonstantinidisKosmas DimitropoulosPetros DarasPublished in: Neural Networks (2021)
Keyphrases
- dynamical systems
- fine tuning
- recurrent neural networks
- viable alternative
- fine tune
- complex valued
- differential equations
- dynamic systems
- neural network
- recurrent networks
- feed forward
- state space
- control theory
- hidden layer
- echo state networks
- qualitative simulation
- linear systems
- nonlinear dynamical systems
- fine tuned
- dynamical models
- reservoir computing
- phase space
- search space
- predictive state representations
- control law
- artificial neural networks
- nonlinear dynamics
- training data