Omri Barak - RankMe

24 papers A* 5Journal 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Finding separatrices of dynamical flows with Deep Koopman Eigenfunctions. CoRR Kabir V. Dabholkar, Omri Barak
2025	J	`jnl`	Learning Dynamics of RNNs in Closed-Loop Environments. CoRR Yoav Ger, Omri Barak
2025	J	`jnl`	Multi-step Predictive Coding Leads To Simplicity Bias. CoRR Aviv Ratzon, Omri Barak
2024	J	`jnl`	Revealing and reshaping attractor dynamics in large networks of cortical neurons. PLoS Comput. Biol. Chen Beer, Omri Barak
2024	J	`jnl`	Trained recurrent neural networks develop phase-locked limit cycles in a working memory task. PLoS Comput. Biol. Matthijs Pals, Jakob H. Macke, Omri Barak
2024	J	`jnl`	When predict can also explain: few-shot prediction to select better neural latents. CoRR Kabir V. Dabholkar, Omri Barak
2023	A*	`conf`	The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation. NeurIPS Elia Turner, Omri Barak
2021	A*	`conf`	Charting and Navigating the Space of Solutions for Recurrent Neural Networks. NeurIPS Elia Turner, Kabir V. Dabholkar, Omri Barak
2021	J	`jnl`	Mapping Low-Dimensional Dynamics to High-Dimensional Neural Activity: A Derivation of the Ring Model From the Neural Engineering Framework. Neural Comput. Omri Barak, Sandro Romani
2020	A*	`conf`	Implementing Inductive bias for different navigation tasks through diverse RNN attrractors. ICLR Tie Xu, Omri Barak
2020	J	`jnl`	Scale free topology as an effective feedback system. PLoS Comput. Biol. Alexander Rivkind, Hallel Schreier, Naama Brenner, Omri Barak
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`	One Step Back, Two Steps Forward: Interference and Learning in Recurrent Neural Networks. Neural Comput. Chen Beer, Omri Barak
2019	J	`jnl`	Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network. CoRR Tomoki Kurikawa, Omri Barak, Kunihiko Kaneko
2019	A*	`conf`	Understanding and Controlling Memory in Recurrent Neural Networks. ICML Doron Haviv, Alexander Rivkind, Omri Barak
2019	J	`jnl`	Understanding and Controlling Memory in Recurrent Neural Networks. CoRR Doron Haviv, Alexander Rivkind, Omri Barak
2017	J	`jnl`	A New Approach to Model Pitch Perception Using Sparse Coding. PLoS Comput. Biol. Oded Barzelay, Miriam Furst, Omri Barak
2013	J	`jnl`	Opening the Black Box: Low-Dimensional Dynamics in High-Dimensional Recurrent Neural Networks. Neural Comput. David Sussillo, Omri Barak
2013	J	`jnl`	The importance of mixed selectivity in complex cognitive tasks. Nat. Mattia Rigotti, Omri Barak, Melissa R. Warden, Xiao-Jing Wang, Nathaniel D. Daw, Earl K. Miller, Stefano Fusi
2011	J	`jnl`	A Simple Derivation of a Bound on the Perceptron Margin Using Singular Value Decomposition. Neural Comput. Omri Barak, Mattia Rigotti
2008	J	`jnl`	Slow oscillations in neural networks with facilitating synapses. J. Comput. Neurosci. Ofer Melamed, Omri Barak, Gilad Silberberg, Henry Markram, Misha Tsodyks
2007	J	`jnl`	Correction: Persistent Activity in Neural Networks with Dynamic Synapses. PLoS Comput. Biol. Omri Barak, Misha Tsodyks
2007	J	`jnl`	Persistent Activity in Neural Networks with Dynamic Synapses. PLoS Comput. Biol. Omri Barak, Misha Tsodyks
2006	J	`jnl`	Recognition by Variance: Learning Rules for Spatiotemporal Patterns. Neural Comput. Omri Barak, Misha Tsodyks