Deep learning has been getting a lot of attention lately with breakthroughs in image classification and speech recognition. However, its application to finance doesn’t yet seem to be commonplace. This survey covers what I’ve found so far that is relevant to systematic trading. Please tell me if you know of some research I’ve missed. Acronyms: DBN = Deep Belief Network LSTM = Long Short-Term Memo