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Recurrent Nets: (a) What is the vanishing or exploding gradient problem in recurrent nets? (b) Give a weight initialization method that can mitigate the vanishing

Recurrent Nets:

(a) What is the vanishing or exploding gradient problem in recurrent nets?

(b) Give a weight initialization method that can mitigate the vanishing or exploding gradient problem.

(c) Recurrent nets are notoriously bad at remembering things for more than a few iterations. Give the names and quick descriptions of two methods that augment RNNs with a memory.

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