12 ms·
So how do you get a value out of an LSTM?
by mathematically 5y ago
So how do you get a value out of an LSTM?
- IshKebab 5y agoRun it for as long as you want and look at the output state. How do you the a value out of a person?
- mathematically 5y agoSo then in the statement of the theorem the agent A can determine how many cycles the unit will run before halting, correct?
- drdeca 5y agoBy determine do you mean predict or choose?
- mathematically 5y agoI mean by looking at the source code for the neural network someone can give an upper bound on how many steps will be required before the entire network halts and gives an answer and they can prove that their upper bound is really an upper bound.
- IshKebab 5y agoThey need to know the input length too. With an infinite input it will never halt.
- mathematically 5y agoYes, that's the usual assumption when working with Turing machines and proofs. But I guess you could also allow infinite inputs and it wouldn't make that much difference, e.g. computing exp(x) for some real x as input.