Engineers have introduced a holistic system that integrates sensing, storage and processing at the sensor’s edge to enable efficient and secure signal processing. Brain-inspired hardware minimizes power consumption for numerous applications requiring interpretation of visual images and ultrasound, chemical detection and bio-sensing, time-of-flight data for topological mapping and kinetics.