Questions tagged [vanishing-gradient-problem]

For questions related to the vanishing gradient problem, which is a numerical problem that occurs while training a (deep) neural network with a gradient-based optimization technique. There's also the related exploding gradient problem.

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How do LSTM and GRU avoid to overcome the vanishing gradient problem?

I'm watching the video Recurrent Neural Networks (RNN) | RNN LSTM | Deep Learning Tutorial | Tensorflow Tutorial | Edureka where the author says that the LSTM and GRU architecture help to reduce the ...
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Which activation functions can lead to the vanishing gradient problem?

From this video tutorial Vanishing Gradient Tutorial, the sigmoid function and the hyperbolic tangent can produce the vanishing gradient problem. What other activation functions can lead to the ...