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Build · Initializer

logistic_mapping

Logistic-map input initializer (RC.jl logistic_mapping [Wang2022]).

from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="logistic_mapping")
parameter default
amplitude 0.3
sine_divisor 5.9
logistic_parameter 3.7
input_scaling None

Works for feedback_initializer= and input_initializer= alike; override parameters with ("logistic_mapping", {...}) or get_input_feedback("logistic_mapping", ...).

See also