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Build · Initializer

bernoulli

Bernoulli sign initializer for input/feedback weight matrices.

from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="bernoulli")
parameter default
p 0.5
connectivity None
input_scaling None

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

See also