FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks.
Matthew D. GolubDavid SussilloPublished in: J. Open Source Softw. (2018)
Keyphrases
- recurrent neural networks
- fixed point
- neural network
- feed forward
- echo state networks
- sufficient conditions
- reservoir computing
- recurrent networks
- nonlinear dynamic systems
- dynamical systems
- artificial neural networks
- approximate value iteration
- asymptotic properties
- initial conditions
- linear logic
- temporal difference learning
- stationary points
- belief propagation
- free energy