Omri Barak
Orcid: 0000-0002-7894-6344
According to our database1,
Omri Barak
authored at least 20 papers
between 2006 and 2024.
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Bibliography
2024
Trained recurrent neural networks develop phase-locked limit cycles in a working memory task.
PLoS Comput. Biol., February, 2024
PLoS Comput. Biol., January, 2024
CoRR, 2024
2023
The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2021
Mapping Low-Dimensional Dynamics to High-Dimensional Neural Activity: A Derivation of the Ring Model From the Neural Engineering Framework.
Neural Comput., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Implementing Inductive bias for different navigation tasks through diverse RNN attrractors.
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
One Step Back, Two Steps Forward: Interference and Learning in Recurrent Neural Networks.
Neural Comput., 2019
Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network.
CoRR, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2017
PLoS Comput. Biol., 2017
2013
Opening the Black Box: Low-Dimensional Dynamics in High-Dimensional Recurrent Neural Networks.
Neural Comput., 2013
2011
A Simple Derivation of a Bound on the Perceptron Margin Using Singular Value Decomposition.
Neural Comput., 2011
2008
J. Comput. Neurosci., 2008
2007
PLoS Comput. Biol., 2007
PLoS Comput. Biol., 2007
2006
Neural Comput., 2006