We introduce an incremental cooperation mode into the framework of adaptive networks (AN). The method applies to generic topologies and avoids the need to establish a Hamiltonian cycle over the network, generalizing the original incremental mode, while keeping nearly the same mean-square performance, as illustrated by the simulations. We motivate the new mode by relying on an LMS rule at the nodes, and mean-square analysis is provided.