Long Short-term Memory

Long Short-term Memory (LSTM) has these key characteristics:

• is an artificial recurrent neural network architecture

• is used in the field of deep learning

• has graph feedback connections

• it can not only process single data points, but also entire sequences of data (such as speech or video)

Example LSTM

Below is a diagram of a Peephole LSTM:

References

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