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The diagram depicts the RNN from Fig 1 being unfolded or unrolled

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An RNN unrolled through the time The same structure is repeated at

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Compact and unrolled representations of a singleand a twolayer RNN

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Schematic representation of RNN a in rolled form b in unrolled form

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