Correlations among neural spike times are found widely in the brain; they can be used to modulate or limit information in population coding, as well as opening the possibility for cooperative coding of sensory inputs across neural populations. In this talk we discuss recent work towards understanding how the structure and transfer of correlations is affected by both intrinsic neuron dynamics and network architecture.