In recent years, edge computing has revolutionized the technology landscape for users situated in remote areas or away from primary devices. By bringing computation and data storage closer to the location where it is needed, response times, reliability and performance are greatly improved, latency and bandwidth costs are reduced and privacy and security are enhanced. The U.S. Army Engineer Research and Development Center (ERDC) Information Technology Laboratory (ITL) Edge Computing Lab has long been on the cutting-edge of this field and is now exploring something new: neuromorphic computing.