Francesca Mastrogiuseppe

Publications

822

Citations

H-Index

2017

Active since

Affiliations

Laboratoire de Neurosciences Cognitives(Current)

Université Paris Sciences et Lettres

École Normale Supérieure - PSL

University College London

Oxford Centre for Computational Neuroscience

Francesca Mastrogiuseppe is an author at Laboratoire de Neurosciences Cognitives specializing in computational neuroscience, neuroscience, and social sciences.

ORCID

Top concepts

Computational NeuroscienceNeuroscienceSocial SciencesCognitive ScienceEngineeringMachine LearningCognitive NeuroscienceDeep LearningComputer ScienceNeurolinguistics

Publications per year

2017–2022

Publications

Linking Connectivity, Dynamics, and Computations in Low-Rank Recurrent Neural Networks

Francesca Mastrogiuseppe, Srdjan Ostojic · Neuron · 2018 · 392 citations · Full text

Engineering, Machine Learning, Computational Neuroscience +6

The role of population structure in computations through neural dynamics

Alexis Dubreuil, Adrian Valente, Manuel Beirán et al. · Nature Neuroscience · 2022 · 205 citations · Full text

Cognitive Science, Neurodynamics, Computational Neuroscience +8

Intrinsically-generated fluctuating activity in excitatory-inhibitory networks

Francesca Mastrogiuseppe, Srdjan Ostojic · PLoS Computational Biology · 2017 · 80 citations · Full text

Cognitive Science, Brain Circuitry, Neurodynamics +13

The interplay between randomness and structure during learning in RNNs

Friedrich Schuessler, Francesca Mastrogiuseppe, Alexis Dubreuil et al. · arXiv (Cornell University) · 2020 · 46 citations · Full text

Engineering, Machine Learning, Neurolinguistics +20

The role of population structure in computations through neural dynamics

Alexis Dubreuil, Adrian Valente, Manuel Beirán et al. · 2020 · 39 citations · Full text

Abstract Neural Computations, Cognitive Science, Neurodynamics +12

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