Login / Signup
Luca Manneschi
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 11
Top Topics
Autoregressive
Reservoir Computing
Recurrent Neural Networks
Elastic Net
Top Venues
CoRR
IEEE Robotics Autom. Lett.
IEEE Trans. Neural Networks Learn. Syst.
Nat. Mach. Intell.
</>
Publications
</>
Luca Manneschi
,
Ian T. Vidamour
,
Kilian D. Stenning
,
Jack C. Gartside
,
Charles Swindells
,
Guru Venkat
,
David Griffin
,
Susan Stepney
,
Will R. Branford
,
Thomas J. Hayward
,
Matt O. Ellis
,
Eleni Vasilaki
Optimising network interactions through device agnostic models.
CoRR
(2024)
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)
Anil Özdemir
,
Mark Scerri
,
Andrew B. Barron
,
Andrew Philippides
,
Michael Mangan
,
Eleni Vasilaki
,
Luca Manneschi
EchoVPR: Echo State Networks for Visual Place Recognition.
IEEE Robotics Autom. Lett.
7 (2) (2022)
Luca Manneschi
,
Guido Gigante
,
Eleni Vasilaki
,
Paolo Del Giudice
Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategy.
PLoS Comput. Biol.
18 (8) (2022)
Dan A. Allwood
,
Matthew O. A. Ellis
,
David Griffin
,
Thomas J. Hayward
,
Luca Manneschi
,
Mohammad F. KH Musameh
,
Simon O'Keefe
,
Susan Stepney
,
Charles Swindells
,
Martin A. Trefzer
,
Eleni Vasilaki
,
Guru Venkat
,
Ian T. Vidamour
,
Chester Wringe
A perspective on physical reservoir computing with nanomagnetic devices.
CoRR
(2022)
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)
Anil Özdemir
,
Andrew B. Barron
,
Andrew Philippides
,
Michael Mangan
,
Eleni Vasilaki
,
Luca Manneschi
EchoVPR: Echo State Networks for Visual Place Recognition.
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
,
Eleni Vasilaki
An alternative to backpropagation through time.
Nat. Mach. Intell.
2 (3) (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)