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A recurrent neural network (RNN) is a class of artificial neural network where connections between units form a directed cycle.

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Truncated Back-propagation through time for RNNs

I am not very clear on what is the proper way to train an RNN. Suppose we are using a vanilla RNN and are given some categorical sequence $x$ of length $T$: $$x= [ x_1,\ldots,x_T]$$ To fit the param …
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