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Build · Initializer

random_binary

Binary random initializer for input/feedback weight matrices.

random_binary

An 80×8 weight matrix drawn by this initializer.
from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="random_binary")
parameter default
input_scaling None

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

See also