Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach.
Rémi EyraudStéphane AyachePublished in: CoRR (2020)
Keyphrases
- recurrent neural networks
- neural network
- feed forward
- echo state networks
- artificial neural networks
- complex valued
- feedforward neural networks
- recurrent networks
- long short term memory
- neural model
- cascade correlation
- reservoir computing
- cellular automata
- chaotic time series
- probabilistic automata
- nonlinear dynamic systems
- finite state machines
- spectral analysis
- tree automata
- regular expressions
- neural models
- evolutionary algorithm