arXiv Open Access 2020

A Survey of Neural Networks and Formal Languages

Joshua Ackerman George Cybenko

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Abstrak

This report is a survey of the relationships between various state-of-the-art neural network architectures and formal languages as, for example, structured by the Chomsky Language Hierarchy. Of particular interest are the abilities of a neural architecture to represent, recognize and generate words from a specific language by learning from samples of the language.

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cs.CL

Penulis (2)

Joshua Ackerman

George Cybenko

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APA MLA BibTeX

Ackerman, J., Cybenko, G. (2020). A Survey of Neural Networks and Formal Languages. https://arxiv.org/abs/2006.01338

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓