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\( g^\text{forget} \)

Short Description

This symbol represents the state of the forget gate of the LSTM.

Medium Description

This symbol represents the state of the forget gate of the Long Short-Term Memory block. It stands for a vector of real values.

Long Description

The symbol, \(g^\text{forget}\), represents the state of the forget neuron to the Long Short-Term Memory block. It stands for a vector of real values. It is typically used with a related timestep, e.g. \(g^\text{forget}(n)\) represents the state of the output neuron at time \(n\).

References

  1. Jaeger, H. (n.d.). Neural Networks (AI) (WBAI028-05) Lecture Notes BSc program in Artificial Intelligence. Retrieved April 27, 2024, from https://www.ai.rug.nl/minds/uploads/LN_NN_RUG.pdf