Srdjan Ostojic

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 12

Top Topics

Dynamical Systems

Low Rank Matrices

Recurrent Neural Networks

Top Venues

PLoS Comput. Biol.

Publications

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)
Ljubica Cimesa, Lazar Ciric, Srdjan Ostojic
Geometry of population activity in spiking networks with low-rank structure. PLoS Comput. Biol. 19 (8) (2023)
Yuxiu Shao, Srdjan Ostojic
Relating local connectivity and global dynamics in recurrent excitatory-inhibitory networks. PLoS Comput. Biol. 19 (1) (2023)
Elizabeth Herbert, Srdjan Ostojic
The impact of sparsity in low-rank recurrent neural networks. PLoS Comput. Biol. 18 (8) (2022)
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)
Giulio Bondanelli, Srdjan Ostojic
Coding with transient trajectories in recurrent neural networks. PLoS Comput. Biol. 16 (2) (2020)
Friedrich Schüßler, Francesca Mastrogiuseppe, Alexis M. Dubreuil, Srdjan Ostojic, Omri Barak
The interplay between randomness and structure during learning in RNNs. NeurIPS (2020)
Francesca Mastrogiuseppe, Srdjan Ostojic
A Geometrical Analysis of Global Stability in Trained Feedback Networks. Neural Comput. 31 (6) (2019)
Manuel Beiran, Srdjan Ostojic
Contrasting the effects of adaptation and synaptic filtering on the timescales of dynamics in recurrent networks. PLoS Comput. Biol. 15 (3) (2019)
Francesca Mastrogiuseppe, Srdjan Ostojic
Intrinsically-generated fluctuating activity in excitatory-inhibitory networks. PLoS Comput. Biol. 13 (4) (2017)
Evan S. Schaffer, Srdjan Ostojic, L. F. Abbott
A Complex-Valued Firing-Rate Model That Approximates the Dynamics of Spiking Networks. PLoS Comput. Biol. 9 (10) (2013)
Srdjan Ostojic, Stefano Fusi
Synaptic encoding of temporal contiguity. Frontiers Comput. Neurosci. 7 (2013)
Srdjan Ostojic, Nicolas Brunel
From Spiking Neuron Models to Linear-Nonlinear Models. PLoS Comput. Biol. 7 (1) (2011)
Srdjan Ostojic, Nicolas Brunel, Vincent Hakim
Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities. J. Comput. Neurosci. 26 (3) (2009)