Last updated November 23, 2020
In AI Origins & Evolution

CheatSheet | Long Short-Term Memory (LSTM)

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Published on November 23, 2020

by Analytics India Magazine

Recurrent neural networks possess a problem of vanishing gradients and eventually running out of memory to save essential information. To overcome this a modified version of RNN called LSTM or long short term memory was introduced. It is similar in operation to RNN but the difference lies in the cell states.

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