Srdjan Ostojic
École Normale Supérieure
H-index: 25
Europe-France
Top articles of Srdjan Ostojic
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Brief technical note on linearizing recurrent neural networks (RNNs) before vs after the pointwise nonlinearity | arXiv preprint arXiv:2309.04030 | Marino Pagan Adrian Valente Srdjan Ostojic Carlos D Brody | 2023/9/7 |
Relating local connectivity and global dynamics in recurrent excitatory-inhibitory networks | PLOS Computational Biology | Yuxiu Shao Srdjan Ostojic | 2023/1/23 |
The computational role of structure in neural activity and connectivity | arXiv preprint arXiv:2308.16772 | Srdjan Ostojic Stefano Fusi | 2023/8/31 |
Geometry of population activity in spiking networks with low-rank structure | PLoS Computational Biology | Ljubica Cimeša Lazar Ciric Srdjan Ostojic | 2023/8/7 |
Aligned and oblique dynamics in recurrent neural networks | arXiv preprint arXiv:2307.07654 | Friedrich Schuessler Francesca Mastrogiuseppe Srdjan Ostojic Omri Barak | 2023/7/14 |
Dynamics and maintenance of categorical responses in primary auditory cortex during task engagement | Elife | Rupesh K Chillale Shihab Shamma Srdjan Ostojic Yves Boubenec | 2023/11/16 |
Parametric control of flexible timing through low-dimensional neural manifolds | Neuron | Manuel Beiran Nicolas Meirhaeghe Hansem Sohn Mehrdad Jazayeri Srdjan Ostojic | 2023/3/1 |
Early selection of task-relevant features through population gating | Nature Communications | Joao Barbosa Rémi Proville Chris C Rodgers Michael R DeWeese Srdjan Ostojic | 2023/10/27 |
Recurrent networks endowed with structural priors explain suboptimal animal behavior | Current Biology | Manuel Molano-Mazón Yuxiu Shao Daniel Duque Guangyu Robert Yang Srdjan Ostojic | 2023/2/27 |
Extracting computational mechanisms from neural activity with low-rank networks | Neur Inf Proc Sys | Adrian Valente Jonathan Pillow Srdjan Ostojic | 2022 |
Extracting computational mechanisms from neural data using low-rank RNNs | Advances in Neural Information Processing Systems | Adrian Valente Jonathan W Pillow Srdjan Ostojic | 2022/12/6 |
Probing the relationship between latent linear dynamical systems and low-rank recurrent neural network models | Neural computation | Adrian Valente Srdjan Ostojic Jonathan W Pillow | 2022/8/16 |
The impact of sparsity in low-rank recurrent neural networks | PLOS Computational Biology | Elizabeth Herbert Srdjan Ostojic | 2022/8/9 |
The role of population structure in computations through neural dynamics | Nature Neuroscience | Alexis Dubreuil Adrian Valente Manuel Beiran Francesca Mastrogiuseppe Srdjan Ostojic | 2022/6/6 |
Interpreting neural computations by examining intrinsic and embedding dimensionality of neural activity | Mehrdad Jazayeri Srdjan Ostojic | 2021/10/1 | |
Shaping dynamics with multiple populations in low-rank recurrent networks | Neural Computation | Manuel Beiran Alexis Dubreuil Adrian Valente Francesca Mastrogiuseppe Srdjan Ostojic | 2021/5/13 |
Network dynamics underlying OFF responses in the auditory cortex | Elife | Giulio Bondanelli Thomas Deneux Brice Bathellier Srdjan Ostojic | 2021/3/24 |
Author Correction: Dissociating task acquisition from expression during learning reveals latent knowledge | Nature communications | Kishore V Kuchibhotla Tom Hindmarsh Sten Eleni S Papadoyannis Sarah Elnozahy Kelly A Fogelson | 2020 |
Temporal chunking as a mechanism for unsupervised learning of task-sets | Elife | Flora Bouchacourt Stefano Palminteri Etienne Koechlin Srdjan Ostojic | 2020/3/9 |
Coding with transient trajectories in recurrent neural networks | PLoS computational biology | Giulio Bondanelli Srdjan Ostojic | 2020/2/13 |
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