The mental process has fascinated human beings for a long time. Neural dynamics which studies the dynamics of neurons and cell assemblies should play a key role in the mental process. Only recently, the relationship between neural dynamics and mental process are beginning to be established. This relies upon the interdisciplinary collaboration of behavioral, computational, and neurobiological sciences. This paper studies the relationship for the visual process or perceptual processes in general.