Expressive Power of Nondeterministic Recurrent Neural Networks in Terms of their Attractor Dynamics.
Jérémie CabessaJacques DuparcPublished in: Int. J. Unconv. Comput. (2016)
Keyphrases
- expressive power
- recurrent neural networks
- recurrent networks
- first order logic
- query language
- relational algebra
- dynamical systems
- data complexity
- transitive closure
- neural network
- computational properties
- feed forward
- reservoir computing
- echo state networks
- relational calculus
- artificial neural networks
- cellular automata
- recursive queries
- machine learning
- fixed point
- genetic algorithm
- programming language
- dynamic behavior
- learning algorithm
- database