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Adrian Valente
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 4
Top Topics
Matrix Factorization
Low Rank Matrices
Linear Dynamical Systems
Recurrent Neural Networks
Top Venues
Neural Comput.
CoRR
NeurIPS
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Publications
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Marino Pagan
,
Adrian Valente
,
Srdjan Ostojic
,
Carlos D. Brody
Brief technical note on linearizing recurrent neural networks (RNNs) before vs after the pointwise nonlinearity.
CoRR
(2023)
Adrian Valente
,
Srdjan Ostojic
,
Jonathan W. Pillow
Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models.
Neural Comput.
34 (9) (2022)
Adrian Valente
,
Jonathan W. Pillow
,
Srdjan Ostojic
Extracting computational mechanisms from neural data using low-rank RNNs.
NeurIPS
(2022)
Manuel Beiran
,
Alexis M. Dubreuil
,
Adrian Valente
,
Francesca Mastrogiuseppe
,
Srdjan Ostojic
Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks.
Neural Comput.
33 (6) (2021)