Applied Neurodynamics is developing platforms that will support the detailed investigation of the behavior of neural assemblies with biologically plausible dynamics. Such tools will make it possible to explore on a modest scale how the temporal patterns of activity among neurons form codes and sequences that can represent percepts, concepts, and action oriented decisions.