Assertion: neural network's neuron | /r/CapableOf | become invariant
Facets:
value: to the noisy inputs
type: CAUSE
value: nearly
type: DEGREE
Source sentences:
text: In other words, neurons with L1 regularization end up using only a sparse subset of their most important inputs and become nearly invariant to the noisy inputs.