Magnetoresistive RAM for error resilient XNOR-Nets

Michail Tzoufras, Marcin Gajek, Andrew Walker

We trained three Binarized Convolutional Neural Network architectures (LeNet-4, Network-In-Network, AlexNet) on a variety of datasets (MNIST, CIFAR-10, CIFAR-100, extended SVHN, Im…