We study large wireless networks and show that the fading nature of the network leads to fundamentally new effects not present in the Gupta-Kumar model. In particular, it is demonstrated that the network can be made to "crystallize" in the large number of nodes limit. We analyze the impact of protocols, cooperation between nodes and processing at the individual nodes on the crystallization effect and describe a framework for characterizing the rate at which the network crystallizes.