Dr Luca Manneschi

School of Computer Science

Lecturer in Machine Learning

Luca Manneschi
Profile picture of Luca Manneschi
l.manneschi@sheffield.ac.uk
+44 114 222 1933

Full contact details

Dr Luca Manneschi
School of Computer Science
Regent Court (DCS)
211 Portobello
91Ö±²¥
S1 4DP
Profile

I received my undergraduate degree in Physics at The University of Padua (Italy), and my Masters degree at La Sapienza, University of Rome. Then, I joined the University of 91Ö±²¥ as a PhD student under the supervision of Prof. Eleni Vasilaki. In December 2021, I completed my PhD and worked for a few months as a PostDoc at the University of 91Ö±²¥. Having been here since March 2022, I am now a Lecturer in Machine Learning.

Research interests

My interests lie in designing learning algorithms and network structures that can be transferred to physically defined networks, where computation arises from the spontaneous dynamics and response of the system. To achieve this purpose, I aim to take inspiration from biological networks and their unmatched ability to compute in complex, stochastic and dynamic environments.

Publications

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Journal articles

  • Stenning KD, Gartside JC, Manneschi L, Cheung CTS, Chen T, Vanstone A, Love J, Holder H, Caravelli F, Kurebayashi H , Everschor-Sitte K et al (2024) . Nature Communications, 15. RIS download Bibtex download
Research group

Machine Learning

Grants

Current Grants

  • Real-time Reservoir Computing on Prosthetic Devices, Royal Society, 03/2023 - 03/2025, £9,100, as PI
  • MARCH: , EPSRC, 02/2021 - 07/2025, £936,815, as Co-PI
  • ActiveAI - , EPSRC, 11/2019 - 10/2024, £953,584, as Co-PI

Previous grants

  • CausalXRL: , EPSRC, 02/2021 - 07/2024, £309,915, as co-PI