Constructing Dampened LTI Systems Generating Polynomial Bases
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Abstract (arXiv)
We present an alternative derivation of the LTI system underlying the Legendre Delay Network (LDN). To this end, we first construct an LTI system that generates the Legendre polynomials. We then dampen the system by approximating a windowed impulse response, using what we call a "delay re-encoder". The resulting LTI system is equivalent to the LDN system. This technique can be applied to arbitrary polynomial bases, although there typically is no closed-form equation that describes the state-transition matrix.
Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 1 of its 9 references that are in the map. First posted on arXiv 26 Feb 2021.
Builds on
1 of 9 references.
References · 1
- 2020HiPPO: Recurrent Memory with Optimal Polynomial Projectionscited by 600
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Citing papers per year: 2021: 1.
1 paper.