GAN — Role of Individual Units in a Deep Network

When a deep network is trained on a high-level task such as classifying a place or synthesizing a scene, individual neural units within the network will often emerge that match specific human-interpretable concepts, like “trees”, “windows”, or “human faces.” What role do such individual units serve within a deep network?

Source: https://dissect.csail.mit.edu/