Architecture
ImageNet Classification with Deep Convolutional Neural Networks
University of Toronto·September 30, 2012
Alex Krizhevsky, Ilya Sutskever, Geoffrey Hinton
TL;DR
AlexNet wins ImageNet 2012 by a huge margin using a deep CNN trained on GPUs.
Why it matters
The result that started the deep-learning revolution and made GPUs the substrate of modern AI.