Hi,

I am playing with the `scan` function in theano. By default, we could get 
access to the previously computed hidden state $h_{t-1}$, and could also 
have access to $h_{t-k}$ for a fixed k using `tap`.

I was wondering how I could have access to all previous hidden states, 
namely, $h_0$ up to $h_{t-1}$ in the step function. Is it possible to do 
this using `tap`? Many thanks!

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