S25-048 Methods and apparatus for hierarchical event readout of pixel array Stanford researchers have developed a hierarchical event readout method that solves a major latency problem in event-based image sensors. Event-based sensors output data only when pixels change, enabling fast and efficient sensing. Leo Liu Kwabena Boahen