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Backpropagator's Review

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Description: This document is a backprop FAQ, reading list (with a preference for online articles) and a summary of the state of the art. It is aimed at people who want practical advice on using backprop.
What does the reader do when he wishes to see in what the precise likeness or difference of two objects lies? He transfers his attention as rapidly as possible, backwards and forwards, from one to the other. The rapid alteration of consciousness shakes out, as it were, the points of difference or agreement, which would have slumbered forever unnoticed if the consciousness of the objects compared had occurred at widely distant periods of time. What does the scientific man do when he searches for the reason or law embedded in a phenomenon? He deliberately accumulates all the instances he can find which have any analogy to that phenomenon; and by simultaneously filling his mind with them all, he frequently succeeds in detaching from the collection the pecularity which he was unable to formulate in the one alone; even though that one had been preceded in his former experience by all those with which he now at once confronts it.
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