Deep Learning Atlas
Introduction to deep learning and neural network architectures including convolutional and recurrent networks. Slides for a presentation I gave the 4Developers conference in Warsaw, Poland.
Abstract
What are neural networks? What makes them recurrent or convolutional? This talk will give you an introduction to and a whirlwind tour of the field of Deep Learning. We'll start by explaining how simple artificial neural networks work and how they learn though backpropagation. We'll then go over different network architectures used in computer vision, sequence analysis, neural machine translation and other areas.