Learning sparsity in reservoir computing through a novel bio-inspired algorithm. - Luca Manneschi; Andrew C. Lin; Eleni Vasilaki (CoRR, 2019)

SpaRCe: Sparse reservoir computing. - Luca Manneschi; Andrew C. Lin; Eleni Vasilaki (CoRR, 2019)

Exploiting Multiple Timescales in Hierarchical Echo State Networks. - Luca Manneschi; Matthew O. A. Ellis; Guido Gigante; Andrew C. Lin; Paolo Del Giudice; Eleni Vasilaki (Frontiers Appl. Math. Stat., 2020)

SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations. - Luca Manneschi; Andrew C. Lin; Eleni Vasilaki (IEEE Trans. Neural Networks Learn. Syst., 2023)