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\( L \)

Short Description

This symbol represents the sizes of the layers in a neural network.

Medium Description

This symbol represents the sizes of the layers in a neural network. It can be indexed to obtain the size of a specific layer, e.g. \(L^2\) is the size of the second layer.

Long Description

The symbol, L, represents the sizes of the layers in a neural network. It can be indexed to obtain the size of a specific layer, e.g. \(L^3\) is the size of the third layer.

In the case of the multi-layer perception, L can define the whole structure of the network by defining the size of the input, hidden and output layers.

References

  1. Jaeger, H. (n.d.). Neural Networks (AI) (WBAI028-05) Lecture Notes BSc program in Artificial Intelligence. Retrieved April 28, 2024, from https://www.ai.rug.nl/minds/uploads/LN_NN_RUG.pdf