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Run reservoir creates the internal states for the ESN.

Usage

run_reservoir(inputs, win, wres, alpha)

Arguments

inputs

Numeric matrix containing the input features.

win

Numeric matrix. The input weight matrix.

wres

Numeric matrix. The reservoir weight matrix.

alpha

Numeric value. The leakage rate (smoothing parameter).

Value

Numeric matrix with the internal states.