Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks.
Xiyue ZhangXiaoning DuXiaofei XieLei MaYang LiuMeng SunPublished in: AAAI (2021)
Keyphrases
- recurrent neural networks
- neural network
- feed forward
- recurrent networks
- reservoir computing
- echo state networks
- decision makers
- decision making
- artificial neural networks
- cellular automata
- complex valued
- feedforward neural networks
- neural model
- information extraction
- decision problems
- long short term memory
- regular expressions
- decision rules
- neural models
- probabilistic automata
- cascade correlation
- finite automata
- hebbian learning
- chaotic time series
- reinforcement learning