informed_init

informed_init([rng], [T], dims...;
    scaling=0.1, model_in_size, gamma=0.5)

Create an input layer for informed echo state networks (Pathak et al., 2018).

Arguments

• rng: Random number generator. Default is Utils.default_rng() from WeightInitializers.
• T: Type of the elements in the reservoir matrix. Default is Float32.
• dims: Dimensions of the matrix. Should follow res_size x in_size.

Keyword arguments

• scaling: The scaling factor for the input matrix. Default is 0.1.
• model_in_size: The size of the input model.
• gamma: The gamma value. Default is 0.5.

Examples