Vocabulary

Understand the term. Connect the concept.

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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Cell State

RNNs · Level 3 of 5

Cell State

The memory pathway maintained by an LSTM.

Gated additions and retention regulate how information changes over time.

Example

An LSTM preserves a running signal while other outputs change.

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Audio transcript

Cell State. The memory pathway maintained by an LSTM. Gated additions and retention regulate how information changes over time. For example: An LSTM preserves a running signal while other outputs change.

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

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Hidden State

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