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  5. Embedding Layer
Model Architectures

Embedding Layer

An embedding layer maps discrete identifiers such as tokens or categories to learned dense vectors.

Ask Melo about this← all terms

Training updates a table of vectors so identifiers useful in similar contexts acquire useful geometric relationships. The selected vectors become continuous inputs that later neural network layers can process.

Related terms

Gated Recurrent UnitConvolutional Neural NetworkPositional EncodingResidual Connection