Luca Manneschi

The University of Sheffield

8H指数

25论文数

243被引数

收录论文 8

发表时间

Predicting physics efficiently with hybrid hardware 利用混合硬件高效预测物理学

Nature Computational Science

IF18.3

2025-12-10

PREAI

Luca Manneschi; Matthew O. A. Ellis

Noise-aware training of neuromorphic dynamic device networks 神经形态动态器件网络的噪声感知训练

Nature Communications

IF15.7

2025-10-16

OAAI

Luca Manneschi; Ian T. Vidamour; Kilian D. Stenning; Charles Swindells; Guru Venkat; David Griffin; Lai Gui; Daanish Sonawala; Denis Donskikh; Dana Hariga; Elisa Donati; Susan Stepney; Will R. Branford; Jack C. Gartside; Thomas J. Hayward; Matthew O. A. Ellis; Eleni Vasilaki

Neuromorphic overparameterisation and few-shot learning in multilayer physical neural networks 多层物理神经网络中的神经形态超参数化和少量学习

NATURE COMMUNICATIONS

IF15.7

2024-08-27

OAAI

Stenning, Kilian D.; Gartside, Jack C.; Manneschi, Luca; Cheung, Christopher T. S.; Chen, Tony; Vanstone, Alex; Love, Jake; Holder, Holly; Caravelli, Francesco; Kurebayashi, Hidekazu; Everschor-Sitte, Karin; Vasilaki, Eleni; Branford, Will R.

Reconfigurable reservoir computing in a magnetic metamaterial

COMMUNICATIONS PHYSICS

IF5.8

2023-08-26

OAAI

Vidamour, I. T.; Swindells, C.; Venkat, G.; Manneschi, L.; Fry, P. W.; Welbourne, A.; Rowan-Robinson, R. M.; Backes, D.; Maccherozzi, F.; Dhesi, S. S.; Vasilaki, E.; Allwood, D. A.; Hayward, T. J.

SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations SpaRCe: 通过稀疏表示改进储层计算系统的学习

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-02-01

OAAI

Manneschi, Luca; Lin, Andrew C.; Vasilaki, Eleni

A perspective on physical reservoir computing with nanomagnetic devices

APPLIED PHYSICS LETTERS

IF3.6

2023-01-23

OAAI

Allwood, Dan A.; Ellis, Matthew O. A.; Griffin, David; Hayward, Thomas J.; Manneschi, Luca; Musameh, Mohammad F. KH.; O'Keefe, Simon; Stepney, Susan; Swindells, Charles; Trefzer, Martin A.; Vasilaki, Eleni; Venkat, Guru; Vidamour, Ian; Wringe, Chester

Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategy

plos biology

IF3.6

2022-08-05

OAAI

Manneschi, Luca; Gigante, Guido; Vasilaki, Eleni; Del Giudice, Paolo

An alternative to backpropagation through time

NATURE MACHINE INTELLIGENCE

IF23.9

2020-03-16

PREAI

Manneschi, Luca; Vasilaki, Eleni

研究方向