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Giles CL, Miller CB, Chen D, Chen HH, Sun GZ, Lee YC (1992) Learning and extracting finite state automata with second-order recurrent neural networks Neural Comput 4:393-405

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Jacobsson H (2005) Rule extraction from recurrent neural networks: A taxonomy and review Neural Comput 17:1223-1263
Jacobsson H (2006) The crystallizing substochastic sequential machine extractor: CrySSMEx. Neural Comput 18:2211-55 [Journal] [PubMed]
Tino P, Mills AJ (2006) Learning beyond finite memory in recurrent networks of spiking neurons. Neural Comput 18:591-613 [Journal] [PubMed]
Vahed A, Omlin CW (2004) A machine learning method for extracting symbolic knowledge from recurrent neural networks. Neural Comput 16:59-71 [PubMed]
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