Luca Manneschi - researchr alias

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Viewing Publication 1 - 7 from 7

2025

Heterogeneous Population Encoding for Multi-joint Regression using sEMG SignalsFarah Baracat, Luca Manneschi, Elisa Donati. nice 2025: 1-6 [doi]

Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement LearningChao Han, Stefanos Ioannou, Luca Manneschi, Thomas J. Hayward, Michael Mangan, Aditya Gilra, Eleni Vasilaki. tmlr, 2025, 2025. [doi]

2023

SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse RepresentationsLuca Manneschi, Andrew C. Lin, Eleni Vasilaki. tnn, 34(2):824-838, February 2023. [doi]

2022

Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategyLuca Manneschi, Guido Gigante, Eleni Vasilaki, Paolo Del Giudice. ploscb, 18(8), 2022. [doi]

EchoVPR: Echo State Networks for Visual Place RecognitionAnil Özdemir, Mark Scerri, Andrew B. Barron, Andrew Philippides, Michael Mangan, Eleni Vasilaki, Luca Manneschi. ral, 7(2):4520-4527, 2022. [doi]

2020

Exploiting Multiple Timescales in Hierarchical Echo State NetworksLuca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki. fams, 6:616658, 2020. [doi]

An alternative to backpropagation through timeLuca Manneschi, Eleni Vasilaki. natmi, 2(3):155-156, 2020. [doi]

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