Luca Manneschi

18 papers Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lightweight Test-Time Adaptation for EMG-Based Gesture Recognition.
CoRR
Nia Touko, Matthew O. A. Ellis, Cristiano Capone, Alessio Burrello, Elisa Donati, Luca Manneschi
2026 J jnl
Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement Learning.
CoRR
Chao Han, Stefanos Ioannou, Luca Manneschi, Thomas J. Hayward, Michael Mangan, Aditya Gilra, Eleni Vasilaki
2026 J jnl
Unified Policy Value Decomposition for Rapid Adaptation.
CoRR
Cristiano Capone, Luca Falorsi, Andrea Ciardiello, Luca Manneschi
2025 — conf
Heterogeneous Population Encoding for Multi-joint Regression using sEMG Signals.
NICE
Farah Baracat, Luca Manneschi, Elisa Donati
2025 J jnl
Heterogeneous Population Encoding for Multi-joint Regression using sEMG Signals.
CoRR
Farah Baracat, Luca Manneschi, Elisa Donati
2025 J jnl
Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement Learning.
Trans. Mach. Learn. Res.
Chao Han, Stefanos Ioannou, Luca Manneschi, Thomas J. Hayward, Michael Mangan, Aditya Gilra, Eleni Vasilaki
2025 J jnl
Predicting physics efficiently with hybrid hardware.
Nat. Comput. Sci.
Luca Manneschi, Matthew O. A. Ellis
2024 J jnl
Optimising network interactions through device agnostic models.
CoRR
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
2023 J jnl
SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations.
IEEE Trans. Neural Networks Learn. Syst.
Luca Manneschi, Andrew C. Lin, Eleni Vasilaki
2022 J jnl
A perspective on physical reservoir computing with nanomagnetic devices.
CoRR
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
2022 J jnl
EchoVPR: Echo State Networks for Visual Place Recognition.
IEEE Robotics Autom. Lett.
Anil Özdemir, Mark Scerri, Andrew B. Barron, Andrew Philippides, Michael Mangan, Eleni Vasilaki, Luca Manneschi
2022 J jnl
Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategy.
PLoS Comput. Biol.
Luca Manneschi, Guido Gigante, Eleni Vasilaki, Paolo Del Giudice
2021 J jnl
EchoVPR: Echo State Networks for Visual Place Recognition.
CoRR
Anil Özdemir, Andrew B. Barron, Andrew Philippides, Michael Mangan, Eleni Vasilaki, Luca Manneschi
2021 J jnl
Exploiting Multiple Timescales in Hierarchical Echo State Networks.
CoRR
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki
2020 J jnl
An alternative to backpropagation through time.
Nat. Mach. Intell.
Luca Manneschi, Eleni Vasilaki
2020 J jnl
Exploiting Multiple Timescales in Hierarchical Echo State Networks.
Frontiers Appl. Math. Stat.
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki
2019 J jnl
Learning sparsity in reservoir computing through a novel bio-inspired algorithm.
CoRR
Luca Manneschi, Andrew C. Lin, Eleni Vasilaki
2019 J jnl
SpaRCe: Sparse reservoir computing.
CoRR
Luca Manneschi, Andrew C. Lin, Eleni Vasilaki