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State-Regularized Recurrent Neural Networks to Extract Automata and Explain Predictions.
Cheng Wang
Carolin Lawrence
Mathias Niepert
Published in:
IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
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recurrent neural networks
neural network
recurrent networks
finite state machines
long short term memory
feed forward
complex valued
reservoir computing
artificial intelligence
least squares
cellular automata
cascade correlation
learning algorithm
regular expressions
echo state networks