The paper derives a finite-product approximation of an LTI transfer function and gives a cascade time-domain algorithm, but the advertised unconditional stability and 2L cost bound are inconsistent with the derivation.
Simple hardware-efficient long convolutions for sequence modeling,
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Fast convolution algorithm for state space models
The paper derives a finite-product approximation of an LTI transfer function and gives a cascade time-domain algorithm, but the advertised unconditional stability and 2L cost bound are inconsistent with the derivation.