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Francesca Mastrogiuseppe
Francesca Mastrogiuseppe
Champalimaud Research
Подтвержден адрес электронной почты в домене research.fchampalimaud.org - Главная страница
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Год
Linking connectivity, dynamics, and computations in low-rank recurrent neural networks
F Mastrogiuseppe, S Ostojic
Neuron 99 (3), 609-623. e29, 2018
3602018
The role of population structure in computations through neural dynamics
A Dubreuil, A Valente, M Beiran, F Mastrogiuseppe, S Ostojic
Nature neuroscience 25 (6), 783-794, 2022
180*2022
Dynamics of random recurrent networks with correlated low-rank structure
F Schuessler, A Dubreuil, F Mastrogiuseppe, S Ostojic, O Barak
Physical Review Research 2 (1), 013111, 2020
872020
Intrinsically-generated fluctuating activity in excitatory-inhibitory networks
F Mastrogiuseppe, S Ostojic
PLoS computational biology 13 (4), e1005498, 2017
832017
The interplay between randomness and structure during learning in RNNs
F Schuessler, F Mastrogiuseppe, A Dubreuil, S Ostojic, O Barak
Advances in Neural Information Processing Systems 2020, 2020
702020
Shaping dynamics with multiple populations in low-rank recurrent networks
M Beiran, A Dubreuil, A Valente, F Mastrogiuseppe, S Ostojic
Neural Computation 33 (6), 1572-1615, 2021
672021
A geometrical analysis of global stability in trained feedback networks
F Mastrogiuseppe, S Ostojic
Neural Computation 31 (6), 1139-1182, 2019
182019
Quality of internal representation shapes learning performance in feedback neural networks
L Susman*, F Mastrogiuseppe*, N Brenner, O Barak
Physical Review Research 3 (1), 013176, 2021
172021
Aligned and oblique dynamics in recurrent neural networks
F Schuessler, F Mastrogiuseppe, S Ostojic, O Barak
Elife 13, RP93060, 2024
9*2024
Evolution of neural activity in circuits bridging sensory and abstract knowledge
F Mastrogiuseppe, N Hiratani, P Latham
Elife 12, e79908, 2023
62023
Disentangling the roles of dimensionality and cell classes in neural computations
AM Dubreuil, A Valente, F Mastrogiuseppe, S Ostojic
Advances Neural Information Processing Systems Workshops 2019, 2019
42019
From dynamics to computations in recurrent neural networks
F Mastrogiuseppe
École Normale Supérieure, 2017
32017
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Статьи 1–12