Timothy Tadros

Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks

Current artificial neural networks (ANNs) can perform and excel at a variety of tasks ranging from image classification to spam detection through training on large datasets of labeled data. While the trained network may perform well on similar testing data, inputs that differ even slightly from the…