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Valente Adrian
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The role of population structure in computations through neural dynamics
A Dubreuil*, A Valente*, M Beiran, F Mastrogiuseppe, S Ostojic
Nature Neuroscience 25, 783-794, 2022
131*2022
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
522021
Extracting computational mechanisms from neural data using low-rank RNNs
A Valente, JW Pillow, S Ostojic
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
212022
Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models
A Valente, S Ostojic, JW Pillow
Neural Computation 34 (9), 1871-1892, 2022
142022
Brief technical note on linearizing recurrent neural networks (RNNs) before vs after the pointwise nonlinearity
M Pagan*, A Valente*, S Ostojic, CD Brody
arXiv preprint arXiv:2309.04030, 2023
2023
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Articles 1–5