Applying computer simulation to Chinese character font cognition

The research on Chinese characters cognition is an important research field of cognitive science and computer science, especially artificial intelligence. In this paper, the model of computer simulation of Chinese characters font cognition are constructed. This model is based on multi-layer self-organizing neural network. Through training and testing methods, the process of Chinese characters cognition is researched from the aspect of Chinese characters clustering and components splitting. In other words, it can research the relation of Chinese characters and the components. This is the important research content of Chinese characters cognition. Results from this simulation suggest that the model is able to account for some empirical results.