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Evolutionary Adversarial Attacks on Deep Networks
Author(s): Moshe Sipper, Ph.D. Originally published on Towards AI. AI-generated image (craiyon) Despite their uncontested success, recent studies have shown that Deep Neural Networks (DNNs) are vulnerable to adversarial attacks. A barely detectable change in an image can cause a misclassification in …
Building Activation Functions for Deep Networks
Author(s): Moshe Sipper, Ph.D. Originally published on Towards AI. AI-generated image (craiyon) A basic component of a deep neural network is the activation function (AF) — a non-linear function that shapes the final output of a node (“neuron”) in the network. Common …
Building Activation Functions for Deep Networks
Author(s): Moshe Sipper, Ph.D. Originally published on Towards AI. AI-generated image (craiyon) A basic component of a deep neural network is the activation function (AF) — a non-linear function that shapes the final output of a node (“neuron”) in the network. Common …
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