Abstract : The Network of Networks (NoN) model, which is a neurobiologically motivated smart algorithm co-developed by the PI, has been applied for rapid and accurate image processing of forward and side scan sonar images in turbid environments. The model has also been used as a platform for rapid distributed communications for autonomous vehicles. Both of these applications build upon unique features of the NoN for reconfigurable computing across multiple scales of organization, and the approach has direct relevance to several enabling technologies for Future Naval Capabilities.