To eliminate the deficiencies of the computational metaphor, the situated cognition, embodied cognition and the dynamic theory of cognition have revised the traditional concepts of cognition in recent years. The new approach to cognitive science based on the interaction metaphor and embodied philosophy reveals the complexities of cognitive processes, and provides the new concept about the nature of cognition and the new enlightenment on reconsidering the problems, such as those of mind-body and mind-brain-machin.