2026
Hippoformer: Integrating Hippocampus-inspired Spatial Memory with Transformers
ICLR 2026poster
Transformers form the foundation of modern generative AI, yet their key–value memory lacks inherent spatial priors, constraining their capacity for spatial reasoning. In contrast, neuroscience points to the hippocampal–entorhinal system, where the medial entorhinal cortex provides structural codes a…