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Problem 15 - Entrance Test

In a recurrent neural network, what problem does the long short-term memory (LSTM) cell primarily solve?

Correct: A

LSTM uses gating mechanisms and a cell state highway to allow gradients to flow unchanged over many time steps, mitigating vanishing gradients.