Engineers have launched a holistic system that integrates sensing, storage and processing on the sensor’s edge to allow environment friendly and safe sign processing. Mind-inspired {hardware} minimizes energy consumption for quite a few purposes requiring interpretation of visible photographs and ultrasound, chemical detection and bio-sensing, time-of-flight knowledge for topological mapping and kinetics.