This paper first introduced the intelligent system components of electronic nose and working principle,and then introduced the fuzzy neural network algorithm,and finally by Matlab simulation results verify the reliability of the algorithm.The application of electronic nose intelligent fuzzy neural network structure self debugging,continuous improvement,and constantly training and able to identify the different kinds of gas.