Fast Linear Reservoirs via Diagonalization

Romain de Coudenhove, Yannis Bendi-Ouis, Anthony Strock +1

We introduce a diagonalization-based optimization for Linear Echo State Networks (ESNs) that reduces the per-step computational complexity of reservoir state updates from quadratic…