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An LSTM is a Conveyor Belt of Memory
An LSTM keeps a thread of memory — the cell state — running almost untouched along a conveyor belt through time, and three little gates decide what happens to it. Each gate is just a sigmoid that squashes its input into a number between zero and one, a valve that's open, closed, or somewhere in between: the forget gate erases part of the ...
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