2 papers
cs.LG2025
Reservoir kernels and Volterra series
Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega
A universal kernel is constructed whose sections approximate any causal and time-invariant filter in the fading memory category with inputs and outputs in a finite-dimensional Eucl…
quant-ph2025
Quantum reservoir computing in finite dimensions
Rodrigo MartÃnez-Peña, Juan-Pablo Ortega
Most existing results in the analysis of quantum reservoir computing (QRC) systems with classical inputs have been obtained using the density matrix formalism. This paper shows tha…