Multi-procedure robotic assembly requires robots to sequentially assemble components, yet traditional programming is labor-intensive and end-to-end learning methods struggle with vast task spaces.

In-sensor computing holds great promise for ultrafast and energy-efficient machine vision. However, the development of a versatile in-sensor computing system that can integrate image memorization, low ...