Power-of-Two Leaky Integrate-and-Fire Neurons for Event-Driven Vision-Language-Action Inference.

arXiv:2610.33658v1 Announce Type: new Abstract: Vision-language-action (VLA) models have demonstrated strong capabilities in robotic manipulation, yet their reliance on dense, continuous-valued computation presents a fundamental challenge for energy-constraine