Recurrent Neural Networks. They're so cool. Used in everything from creating chat bots to describing pictures to machine translation. Bengio and Goodfellow have a preprint book available https://goodfeli.github.io/dlbook/
A chatbot that could receive pictures and describe them back would be pretty cool!