1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.NE2024
Linear Simple Cycle Reservoirs at the edge of stability perform Fourier decomposition of the input driving signals
Robert Simon Fong, Boyu Li, Peter Tino
This paper explores the representational structure of linear Simple Cycle Reservoirs (SCR) operating at the edge of stability. We view SCR as providing in their state space feature…
cs.LG2024★ 1 cited
Predictive Modeling in the Reservoir Kernel Motif Space
Peter Tino, Robert Simon Fong, Roberto Fabio Leonarduzzi
This work proposes a time series prediction method based on the kernel view of linear reservoirs. In particular, the time series motifs of the reservoir kernel are used as represen…