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Intuition example, an attacker can make subtle change to année dessin such that the ANN finds a match even though the reproduction train to a human nothing like the search target. Such manipulation is termed an "adversarial attack".[285]
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The first deep learning multilayer perceptron trained by stochastic gradient descent[42] was published in 1967 by Shun'ichi Amari.[43] In computer experiments conducted by Amari's student Saito, a five layer MLP with two interchangeable layers learned internal representations to classify nenni-linearily separable modèle classes.