RNNs · Level 3 of 5
RNN (RNN)
A neural network that updates a recurrent state across sequence steps.
The state summarizes earlier inputs, but long-range information can be difficult to preserve.
Example
A network processes a time series one measurement at a time.
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RNN. A neural network that updates a recurrent state across sequence steps. The state summarizes earlier inputs, but long-range information can be difficult to preserve. For example: A network processes a time series one measurement at a time.
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This helps you trace information and gradient flow through sequence models.
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