The article analyses the work of modern neuron networks used for the creation of objects of digital visual culture. “Art” of such neuronets is related to finding unobvious regularities as a result of data processing and compilation of them into a unity. Five categorial grounds allowing understand processes related to specifics of digital culture in general are studied. Analysis enables answering existing questions and identifying new directions for development.