In order to solve the problem that traditional machine translation cannot meet users’ needs due its slow speed, an in-depth study on English model based neural network was proposed. Firstly, three methods of frame design, system and training design are studied. improve effectiveness stability recursive network, a English-Chinese is designed. The uses knowledge-based context vector map Chinese w...