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Build · Initializer

chain_of_neurons_input

Input initializer for chain-of-neurons reservoirs.

chain_of_neurons_input

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

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="chain_of_neurons_input")
parameter default
features None
weights 1.0

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

See also