Abstract: In this paper,based on feed-forward neural network，“Tic-Tac-Toe”is taken as research object to explore the application of the artificial neural network in cognizance science. Computer simulation shows that it is feasible to acquire knowledge with the neural network.

Key words: knowledge acquirement, feed-forward neural network, BP algorithm, Tic-Tac-Toe