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Build · Initializer

weighted_minimal

Minimal weighted block-diagonal input layer (RC.jl weighted_minimal).

from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="weighted_minimal")
parameter default
weight 0.1
sign_rule 'none'
positive_prob 0.5
start 1
strides 2
input_scaling None

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

See also