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Recurrent Neural Networks II — LSTM

June 2, 2015 / 11 Comments

In my previous post, I introduced the basic ideas of Recurrent Neural Networks, as the 2nd post of RNNs, we’ll focus on long short-term memory method. LONG SHORT TERM MEMORY One of the very famous problems of RNNs is the vanishing gradient, the problem is that the influence of a given input on the hidden layer, … [Read more…]

Posted in: Machine Learning, NLP, OpenCV Tagged: Forward Pass, Long Short Term Memory, LSTM, Machine Learning, METHODOLOGY, neural networks, NLP, Recurrent Neural Networks, RNNs

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