Interactive demo
State space models
July 2026
HiPPO: Optimal Polynomial Memory for Sequence Models
The memory theory underneath S4 and Mamba. A state space model watches a signal
stream by and keeps only N numbers — yet it can reconstruct the whole
history on demand. Draw your own signal, choose how the past is weighted, and watch
optimal polynomial memory work in real time.
Open the interactive guide →