Vocabulary

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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Output Gate

RNNs · Level 3 of 5

Output Gate

An LSTM gate controlling how cell-state information contributes to hidden output.

It can hide stored information until it is useful.

Example

A stored feature is exposed to the next computation.

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Audio transcript

Output Gate. An LSTM gate controlling how cell-state information contributes to hidden output. It can hide stored information until it is useful. For example: A stored feature is exposed to the next computation.

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This helps you trace information and gradient flow through sequence models.

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