VGO: A Multimodal Spiking Neural Network Cognitive Architecture on a Single Consumer GPU
39 SNN modules. 100 pJ per inference. One person. One RTX 3090. VGO is the first complete brain-inspired cognitive system that sees, hears, speaks, learns, and remembers β ten billion times more energy-efficient than mainstream LLMs.