Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures

Abhijit Mahalunkar, John D. Kelleher. Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures. In Vera Kurková, Yannis Manolopoulos, Barbara Hammer, Lazaros S. Iliadis, Ilias Maglogiannis, editors, Artificial Neural Networks and Machine Learning - ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part III. Volume 11141 of Lecture Notes in Computer Science, pages 189-198, Springer, 2018. [doi]

Abstract

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