An Algebraic Framework to Represent Finite State Machines in Single-Layer Recurrent Neural Networks
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[1] Noga Alon,et al. Efficient simulation of finite automata by neural nets , 1991, JACM.
[2] M. Goudreau,et al. First-order vs. Second-order Single Layer Recurrent Neural Networks , 1994 .
[3] Padhraic Smyth,et al. Learning Finite State Machines With Self-Clustering Recurrent Networks , 1993, Neural Computation.
[4] Ronald J. Williams,et al. A Learning Algorithm for Continually Running Fully Recurrent Neural Networks , 1989, Neural Computation.
[5] James L. McClelland,et al. Finite State Automata and Simple Recurrent Networks , 1989, Neural Computation.
[6] C. L. Giles,et al. On recurrent neural networks and representing finite-state recognizers , 1993 .
[7] Marvin Minsky,et al. Computation : finite and infinite machines , 2016 .
[8] Alberto Sanfeliu,et al. Representation and Recognition of Regular Grammars by Means of Second-Order Recurrent Neural Networks , 1993, IWANN.
[9] C. Lee Giles,et al. Training Second-Order Recurrent Neural Networks using Hints , 1992, ML.
[10] Karvel K. Thornber,et al. Representation of fuzzy finite state automata in continuous recurrent, neural networks , 1996, Proceedings of International Conference on Neural Networks (ICNN'96).
[11] Stefan C. Kremer,et al. Comments on "Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution" , 1996, IEEE Trans. Neural Networks.
[12] Jeffrey L. Elman,et al. Finding Structure in Time , 1990, Cogn. Sci..
[13] Giovanni Soda,et al. An unified approach for integrating explicit knowledge and learning by example in recurrent networks , 1991, IJCNN-91-Seattle International Joint Conference on Neural Networks.
[14] Alberto Sanfeliu,et al. Active Grammatical Inference: A New Learning Methodology , 1994 .
[15] C. Lee Giles,et al. Learning and Extracting Finite State Automata with Second-Order Recurrent Neural Networks , 1992, Neural Computation.
[16] Srimat T. Chakradhar,et al. First-order versus second-order single-layer recurrent neural networks , 1994, IEEE Trans. Neural Networks.
[17] Alberto Sanfeliu,et al. Understanding Neural Networks for Grammatical Inference and Recognition , 1993 .
[18] D. C. Cooper,et al. Sequential Machines and Automata Theory , 1968, Comput. J..
[19] Alberto Sanfeliu,et al. Learning bidimensional context-dependent models using a context-sensitive language , 1996, Proceedings of 13th International Conference on Pattern Recognition.
[20] C. Lee Giles,et al. Stable Encoding of Large Finite-State Automata in Recurrent Neural Networks with Sigmoid Discriminants , 1996, Neural Computation.