We unveil novel techniques to improve energy-efficiency and performance of next-generation neuromorphic chips that sustain event-based 3D vision. NimbleAI has received funding from the EU’s Horizon Europe Research and Innovation programme (Grant Agreement 101070679), and by the UK Research and Innovation (UKRI) under the UK government’s Horizon Europe funding guarantee (Grant Agreement 10039070).