Srdjan Ostojic

17 papers A* 2Journal 15
YearRankTypeTitle / Venue / Authors
2024 J jnl
Identifying the impact of local connectivity patterns on dynamics in excitatory-inhibitory networks.
CoRR
Yuxiu Shao, David Dahmen, Stefano Recanatesi, Eric Shea-Brown, Srdjan Ostojic
2023 J jnl
Brief technical note on linearizing recurrent neural networks (RNNs) before vs after the pointwise nonlinearity.
CoRR
Marino Pagan, Adrian Valente, Srdjan Ostojic, Carlos D. Brody
2023 J jnl
Geometry of population activity in spiking networks with low-rank structure.
PLoS Comput. Biol.
Ljubica Cimesa, Lazar Ciric, Srdjan Ostojic
2023 J jnl
Relating local connectivity and global dynamics in recurrent excitatory-inhibitory networks.
PLoS Comput. Biol.
Yuxiu Shao, Srdjan Ostojic
2022 A* conf
Extracting computational mechanisms from neural data using low-rank RNNs.
NeurIPS
Adrian Valente, Jonathan W. Pillow, Srdjan Ostojic
2022 J jnl
Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models.
Neural Comput.
Adrian Valente, Srdjan Ostojic, Jonathan W. Pillow
2022 J jnl
The impact of sparsity in low-rank recurrent neural networks.
PLoS Comput. Biol.
Elizabeth Herbert, Srdjan Ostojic
2021 J jnl
Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks.
Neural Comput.
Manuel Beiran, Alexis M. Dubreuil, Adrian Valente, Francesca Mastrogiuseppe, Srdjan Ostojic
2020 J jnl
Coding with transient trajectories in recurrent neural networks.
PLoS Comput. Biol.
Giulio Bondanelli, Srdjan Ostojic
2020 A* conf
The interplay between randomness and structure during learning in RNNs.
NeurIPS
Friedrich Schüßler, Francesca Mastrogiuseppe, Alexis M. Dubreuil, Srdjan Ostojic, Omri Barak
2019 J jnl
A Geometrical Analysis of Global Stability in Trained Feedback Networks.
Neural Comput.
Francesca Mastrogiuseppe, Srdjan Ostojic
2019 J jnl
Contrasting the effects of adaptation and synaptic filtering on the timescales of dynamics in recurrent networks.
PLoS Comput. Biol.
Manuel Beiran, Srdjan Ostojic
2017 J jnl
Intrinsically-generated fluctuating activity in excitatory-inhibitory networks.
PLoS Comput. Biol.
Francesca Mastrogiuseppe, Srdjan Ostojic
2013 J jnl
A Complex-Valued Firing-Rate Model That Approximates the Dynamics of Spiking Networks.
PLoS Comput. Biol.
Evan S. Schaffer, Srdjan Ostojic, L. F. Abbott
2013 J jnl
Synaptic encoding of temporal contiguity.
Frontiers Comput. Neurosci.
Srdjan Ostojic, Stefano Fusi
2011 J jnl
From Spiking Neuron Models to Linear-Nonlinear Models.
PLoS Comput. Biol.
Srdjan Ostojic, Nicolas Brunel
2009 J jnl
Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities.
J. Comput. Neurosci.
Srdjan Ostojic, Nicolas Brunel, Vincent Hakim