Before revision:  With fixed feedback weights the performance degrades quickly as the depth of the network increases  , when they are updated the performance is comparable to regular back-propagation .
After revision:  With fixed feedback weights the performance degrades quickly as the depth of the network increases , when they are updated the performance is comparable on challenging datasets .