This workshop, organised under the EU-funded RESPITE project (led by SingleQuantum, who make world-class single-photon detectors), will explore cutting-edge research where vision meets cognition on a chip - integrating single-photon detector arrays, superconducting Joule switches, and phase-change memory synapses into scalable neuromorphic hardware.