SHiPPO: Recurrent Memory with Transported Polynomial Projections

Tomoya Mizuguchi, Bum Jun Kim

HiPPO gives recurrent states memory semantics as coefficients of online polynomial projections, but in fixed channel coordinates. Modern selective SSMs, by contrast, rely on token-…