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\( c \)

Short Description

This symbol represents the memory cell of an LSTM.

Medium Description

This symbol represents the memory cell of an LSTM. It is central to the inner-working of network's ability to remember.

Long Description

This symbol represents the memory cell of an LSTM. It is central to the inner workings of the network's ability to remember. It stores a vector of real values, which are updated at each timestep. It is typically used with a related timestep, e.g. \(c(n)\) represents the state of memory cell 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