The performance of the brain is based on an interplay between functional segregation and functional integration von neural populations within complex networks. The anatomical basis of these networks can be revealed by means of diffusion weighted magnetic resonance imaging. The dynamic interaction between neural populations is investigated using models of neuronal masses and neuronal fields. The combination of these techniques with functional measurements and neurophysiological experiments opens up new perspectives for studying the mechanisms underlying cognitive functions.