| 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 | 117* | 2022 |
| Scaling and regeneration of self-organized patterns S Werner, T Stückemann, MB Amigo, JC Rink, F Jülicher, BM Friedrich Physical review letters 114 (13), 138101, 2015 | 76 | 2015 |
| 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 | 48 | 2021 |
| Contrasting the effects of adaptation and synaptic filtering on the timescales of dynamics in recurrent networks M Beiran, S Ostojic PLoS computational biology 15 (3), e1006893, 2019 | 28 | 2019 |
| Parametric control of flexible timing through low-dimensional neural manifolds M Beiran, N Meirhaeghe, H Sohn, M Jazayeri, S Ostojic Neuron 111 (5), 739-753. e8, 2023 | 27 | 2023 |
| Dopamine firing plays a dual role in coding reward prediction errors and signaling motivation in a working memory task S Sarno, M Beirán, J Falcó-Roget, G Diaz-deLeon, R Rossi-Pool, R Romo, ... Proceedings of the National Academy of Sciences 119 (2), e2113311119, 2022 | 15* | 2022 |
| Coding of time-dependent stimuli in homogeneous and heterogeneous neural populations M Beiran, A Kruscha, J Benda, B Lindner Journal of Computational Neuroscience 44, 189-202, 2018 | 13 | 2018 |
| Amplified cortical neural responses as animals learn to use novel activity patterns B Akitake, HM Douglas, PK LaFosse, M Beiran, CE Deveau, J O’Rawe, ... Current Biology 33 (11), 2163-2174. e4, 2023 | 7 | 2023 |
| Neural dynamics and geometry for transitive inference K Kay, XX Wei, R Khajeh, M Beiran, CJ Cueva, G Jensen, VP Ferrera, ... bioRxiv, 2022.10. 10.511448, 2022 | 6 | 2022 |
| A ‘programming’framework for recurrent neural networks M Beiran, CA Spencer-Salmon, K Rajan Nature Machine Intelligence 5 (6), 570-571, 2023 | 3 | 2023 |
| Emergent perceptual biases from state-space geometry in spiking recurrent neural networks trained to discriminate time intervals L Serrano-Fernandez, M Beiran, N Parga bioRxiv, 2022.11. 26.518023, 2022 | 2 | 2022 |
| Structure of activity in multiregion recurrent neural networks DG Clark, M Beiran arXiv preprint arXiv:2402.12188, 2024 | | 2024 |
| Prediction of neural activity in connectome-constrained recurrent networks M Beiran, A Litwin-Kumar bioRxiv, 2024.02. 22.581667, 2024 | | 2024 |
| Prefrontal Cortex Neural Correlates of the Contraction Bias in Frequency Discrimination L Serrano-Fernandez, M Beiran, R Romo, N Parga bioRxiv, 2023.07. 27.550794, 2023 | | 2023 |
| Temporal computations in recurrent neural networks M Beiran Université Paris sciences et lettres, 2020 | | 2020 |
Srdjan OstojicEcole Normale Superieure ParisVerified email at ens.fr
