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What is the relationship between formal automata and the different types of neural networks? What kind of neural network would you need to be able to parse context-sensitive languages, for instance?

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  • $\begingroup$ Parsing any formal language would require a neural network able to accept an input of unbounded size, such as an RNN. $\endgroup$
    – Yuval Filmus
    Apr 20 at 20:13

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