AV
Adrian Valente
q-bio.NCcs.AIcs.CLcs.CVcs.LGcs.ROModels, NeurologicalNeural Networks, ComputerNeuronsneuroscience
On Valency
published · living versionsW_5txyfx4z·v1 · currentpublished
Preprints & journals
9 papers in the corpus · 2020–2026Shaping Slow Manifolds in Equivariant Recurrent Neural Networks.42771685 · Bernardo, Arianna Di, Valente, Adrian, Mastrogiuseppe, Francesca et al.2026 · 1 citationNeural computation. 2026;38(11):1913-1981
Shieldstral2607.25857v2 · Antonia Calvi, Avinash Sooriyarachchi, Giada Pistilli et al.2026 · 0 citationsarXiv
Robostral Navigate2607.20785v3 · Abdelaziz Bounhar, Abhijeet Somani, Aditi Kabra et al.2026 · 0 citationsarXiv
Shaping manifolds in equivariant recurrent neural networks2511.04802v2 · Arianna Di Bernardo, Adrian Valente, Francesca Mastrogiuseppe et al.2025 · 1 citationarXiv
Brief technical note on linearizing recurrent neural networks (RNNs) before vs after the pointwise nonlinearity2309.04030v1 · Marino Pagan, Adrian Valente, Srdjan Ostojic et al.2023 · 6 citationsarXiv
Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models.35896161 · Valente, Adrian, Ostojic, Srdjan, Pillow, Jonathan W2022 · 22 citationsNeural computation. 2022;34(9):1871-1892
The role of population structure in computations through neural dynamics.35668174 · Dubreuil, Alexis, Valente, Adrian, Beiran, Manuel et al.2022 · 237 citationsNature neuroscience. 2022;25(6):783-794
Probing the relationship between linear dynamical systems and low-rank recurrent neural network models2110.09804v1 · Adrian Valente, Srdjan Ostojic, Jonathan Pillow2021 · 0 citationsarXiv
Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks.34496384 · Beiran, Manuel, Dubreuil, Alexis, Valente, Adrian et al.2021 · 100 citationsNeural computation. 2021;33(6):1572-1615
Career total: 31 works. 9 are in this corpus.
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