Interpreting what neural networks are doing is a tricky problem. In fact, they are often referred to as a “black box.”
In this video Arxiv dives into the approach of feature visualization. From simple neuron excitation to the Deep Visualization Toolbox and the Google DeepDream project.
Watch to open up that black box!