The Guardian [theguardian.com] is reporting that Google is trying to understand how its neural net for image recognition works by feeding in random noise then telling the neural net to look for certain features then feeding the resulting image back in. Apart from anything else some of the images generated are astounding.
Link [blogspot.co.uk] to original Google research article.