Andrew C. Lin

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Reservoir Computing

Sparse Representation

Echo State Networks

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Frontiers Appl. Math. Stat.

Publications

Luca Manneschi, Andrew C. Lin, Eleni Vasilaki
SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki
Exploiting Multiple Timescales in Hierarchical Echo State Networks. CoRR (2021)
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki
Exploiting Multiple Timescales in Hierarchical Echo State Networks. Frontiers Appl. Math. Stat. 6 (2020)
Luca Manneschi, Andrew C. Lin, Eleni Vasilaki
Learning sparsity in reservoir computing through a novel bio-inspired algorithm. CoRR (2019)
Luca Manneschi, Andrew C. Lin, Eleni Vasilaki
SpaRCe: Sparse reservoir computing. CoRR (2019)