Ning Ning

Latent world models often fail at planning not because their dynamics predictions are inaccurate, but because distorted control geometry makes the latent optimization landscape hostile to sampling-based search.

IS-SNN achieves state-of-the-art accuracy on ImageNet without the computational overhead of batch normalization, revolutionizing the efficiency of spiking neural networks.