Open access
Sep 2026
Sliding-window training on readout layer enhances liquid state machines for temporal prediction
It is demonstrated that exposing recent reservoir evolution at the decoder can substantially reduce the limitations of stepwise decoding while retaining the standard reservoir computing protocol.
Shi-Meng Wu, Andrew Walter, Andy M. Tyrrell et al.
· npj Unconventional Computing · 0 citations