Excitable networks for finite state computation with continuous time recurrent neural networks.
Peter AshwinClaire M. PostlethwaitePublished in: Biol. Cybern. (2021)
Keyphrases
- recurrent neural networks
- finite state
- markov chain
- recurrent networks
- echo state networks
- continuous time bayesian networks
- feed forward
- neural network
- markov decision processes
- model checking
- feedforward neural networks
- state space
- markov processes
- reservoir computing
- artificial neural networks
- policy iteration algorithm
- average cost
- neural model
- tree automata
- completely independent
- action sets
- nonlinear dynamic systems
- learning algorithm
- optimal policy
- multi agent
- reinforcement learning