Crossover networks are introduced as a new type of interconnection network for applications in optical computing, optical switching, and signal processing. Crossover networks are isomorphic to other logN networks such as the perfect shuffle and the banyan. One advantage of crossover networks is that they can be implemented using the full space-bandwidth product of optical system. A setup for the implementation is proposed and demonstrated.