LeCun Normal Initialiser

lecun_normal_init_type

lecun_normal_init_type()

Draws samples from a normal distribution designed for SELU activation.

\[W \sim \mathcal{N}\left(0, \sqrt{\frac{1}{n_{in}}}\right)\]

where \(n_{in}\) is the number of input units.

This initialisation is specifically designed for networks using SELU activations to maintain self-normalizing properties.

Shape:

Initialises weights based on the shape provided during layer setup.