From the Google Research Blog: DeepDream - a code example for visualizing Neural Networks — it's available with source code to play around with now.
On Social Networks, pictures generated with DeepDream are now popping
up under the hashtag
DeepDream pictures generated from fractals by Bernard Geiger are very nice,
previously on the Google Research Blog: Inceptionism - going deeper into Neural Networks