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For questions related to the long-short term memory (LSTM), which refers to a recurrent neural network architecture that uses LSTM units. The first LSTM unit was proposed in 1997 by Sepp Hochreiter and Jürgen Schmidhuber in the paper "Long-Short Term Memory".

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What exactly is a hidden state in an LSTM and RNN?

I like to think of hidden states as intermediate representations of input within a neural system. The overall goal of the system is to re-represent an input in some specific way so that the system can …
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