LSTM - futures io
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Long Short-Term Memory Units (LSTMs) are a subset of deep learning used in artificial intelligence, they were proposed by German researchers Sepp-Hochreiter and Juergen Schmidhuber, they are a solution used in recurrent networks to create a more constant backpropagation through time and layers.

Simple recurring networks would use the current input and what they have perceived previously in time (previous moment).

LSTM creates a mechanims to store information over cycles (not just the previous), they is an important building block to create networks that can keep learning from new input.

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