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Manuel Beiran
Manuel Beiran
Postdoctoral researcher, Columbia University
Verified email at columbia.edu - Homepage
Title
Cited by
Cited by
Year
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
163*2022
Scaling and regeneration of self-organized patterns
S Werner, T Stückemann, M Beirán Amigo, JC Rink, F Jülicher, ...
Physical review letters 114 (13), 138101, 2015
792015
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
582021
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
432023
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
292019
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
18*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
132018
Emergent neural dynamics and geometry for generalization in a transitive inference task
K Kay, N Biderman, R Khajeh, M Beiran, CJ Cueva, D Shohamy, ...
PLOS Computational Biology 20 (4), e1011954, 2024
10*2024
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
82023
A ‘programming’framework for recurrent neural networks
M Beiran, CA Spencer-Salmon, K Rajan
Nature Machine Intelligence 5 (6), 570-571, 2023
52023
Emergent perceptual biases from state-space geometry in trained spiking recurrent neural networks
L Serrano-Fernández, M Beirán, N Parga
Cell Reports 43 (7), 2024
3*2024
Prediction of neural activity in connectome-constrained recurrent networks
M Beiran, A Litwin-Kumar
bioRxiv, 2024.02. 22.581667, 2024
22024
Structure of activity in multiregion recurrent neural networks
DG Clark, M Beiran
arXiv preprint arXiv:2402.12188, 2024
12024
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
12023
Temporal computations in recurrent neural networks
M Beiran
Université Paris sciences et lettres, 2020
2020
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