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Scopus Author ID: 14827889200

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Technion Israel Institute of Technology: Haifa, Haifa, IL

(Medicine)
Employment
Source: Self-asserted source
Omri Barak

Works (50 of 64)

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Aligned and oblique dynamics in recurrent neural networks

eLife
2024-11-27 | Journal article
DOI: 10.7554/eLife.93060.3
Contributors: Friedrich Schuessler; Francesca Mastrogiuseppe; Srdjan Ostojic; Omri Barak
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Crossref

Aligned and oblique dynamics in recurrent neural networks

eLife
2024-11-27 | Journal article
DOI: 10.7554/eLife.93060
Contributors: Friedrich Schuessler; Francesca Mastrogiuseppe; Srdjan Ostojic; Omri Barak
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Crossref

Representational drift as a result of implicit regularization

eLife
2024-05-02 | Journal article
DOI: 10.7554/eLife.90069
Contributors: Aviv Ratzon; Dori Derdikman; Omri Barak
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Crossref

Representational drift as a result of implicit regularization

eLife
2024-05-02 | Journal article
DOI: 10.7554/eLife.90069.3
Contributors: Aviv Ratzon; Dori Derdikman; Omri Barak
Source: check_circle
Crossref

Representational drift as a result of implicit regularization

2024-04-11 | Preprint
DOI: 10.7554/eLife.90069.2
Contributors: Aviv Ratzon; Dori Derdikman; Omri Barak
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Crossref

Trained recurrent neural networks develop phase-locked limit cycles in a working memory task

PLOS Computational Biology
2024-02-05 | Journal article
DOI: 10.1371/journal.pcbi.1011852
Contributors: Matthijs Pals; Lyle J. Graham; Jakob H. Macke; Omri Barak
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Crossref

Revealing and reshaping attractor dynamics in large networks of cortical neurons

PLOS Computational Biology
2024-01-19 | Journal article
DOI: 10.1371/journal.pcbi.1011784
Contributors: Chen Beer; Matthias Helge Hennig; Omri Barak
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Crossref

Representational drift as a result of implicit regularization

2023-10-10 | Preprint
DOI: 10.7554/eLife.90069.1
Contributors: Aviv Ratzon; Dori Derdikman; Omri Barak
Source: check_circle
Crossref

Representational drift as a result of implicit regularization

2023-05-09 | Preprint
DOI: 10.1101/2023.05.04.539512
Contributors: Aviv Ratzon; Dori Derdikman; Omri Barak
Source: check_circle
Crossref

Trained recurrent neural networks develop phase-locked limit cycles in a working memory task

2023-04-11 | Preprint
DOI: 10.1101/2023.04.11.536352
Contributors: Matthijs Pals; Jakob H Macke; Omri Barak
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Crossref

Identifying regulation with adversarial surrogates

Proceedings of the National Academy of Sciences
2023-03-21 | Journal article
DOI: 10.1073/pnas.2216805120
Contributors: Ron Teichner; Aseel Shomar; Omri Barak; Naama Brenner; Shimon Marom; Ron Meir; Danny Eytan
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Crossref

Dynamic compartmental computations in tuft dendrites of layer 5 neurons during motor behavior

Science
2022-04-15 | Journal article
DOI: 10.1126/science.abn1421
Contributors: Yara Otor; Shay Achvat; Nathan Cermak; Hadas Benisty; Maisan Abboud; Omri Barak; Yitzhak Schiller; Alon Poleg-Polsky; Jackie Schiller
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Crossref

Cancer progression as a learning process

iScience
2022-03 | Journal article
DOI: 10.1016/j.isci.2022.103924
Contributors: Aseel Shomar; Omri Barak; Naama Brenner
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Crossref

Quality of internal representation shapes learning performance in feedback neural networks

Physical Review Research
2021-02-23 | Journal article
DOI: 10.1103/PhysRevResearch.3.013176
Contributors: Lee Susman; Francesca Mastrogiuseppe; Naama Brenner; Omri Barak
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Crossref

Local and global features of genetic networks supporting a phenotypic switch

PLOS ONE
2020-09-03 | Journal article
DOI: 10.1371/journal.pone.0238433
Contributors: Aseel Shomar; Michael Klymkowsky; Omri Barak; Naama Brenner
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Crossref

Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network

Physical Review Research
2020-06-09 | Journal article
DOI: 10.1103/PhysRevResearch.2.023307
Contributors: Tomoki Kurikawa; Omri Barak; Kunihiko Kaneko
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Crossref

Scale free topology as an effective feedback system

PLOS Computational Biology
2020-05-11 | Journal article
DOI: 10.1371/journal.pcbi.1007825
Contributors: Alexander Rivkind; Alexandre V. Morozov; Hallel Schreier; Naama Brenner; Omri Barak
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Crossref

Stable memory with unstable synapses

Nature Communications
2019-09-30 | Journal article
DOI: 10.1038/s41467-019-12306-2
Contributors: Lee Susman; Naama Brenner; Omri Barak
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Crossref

Dynamical Timescale Explains Marginal Stability in Excitability Dynamics

The Journal of Neuroscience
2017-04-26 | Journal article
DOI: 10.1523/JNEUROSCI.2340-16.2017
Contributors: Tie Xu; Omri Barak
Source: check_circle
Crossref

Dynamic control of response criterion in premotor cortex during perceptual detection under temporal uncertainty

Neuron
2015 | Journal article
Source: Self-asserted source
Omri Barak

Dynamic control of response criterion in premotor cortex during perceptual detection under temporal uncertainty

Neuron
2015 | Journal article
Source: Self-asserted source
Omri Barak

Grid cells correlation structure suggests organized feedforward projections into superficial layers of the medial entorhinal cortex

Hippocampus
2015 | Journal article
Source: Self-asserted source
Omri Barak

Grid cells correlation structure suggests organized feedforward projections into superficial layers of the medial entorhinal cortex

Hippocampus
2015 | Journal article
Source: Self-asserted source
Omri Barak

Local dynamics in trained recurrent neural networks

arXiv preprint arXiv:1511.05222
2015 | Journal article
Source: Self-asserted source
Omri Barak

Local dynamics in trained recurrent neural networks

arXiv preprint arXiv:1511.05222
2015 | Journal article
Source: Self-asserted source
Omri Barak

Working models of working memory

Current opinion in neurobiology
2014 | Journal article
Source: Self-asserted source
Omri Barak

Working models of working memory

Current opinion in neurobiology
2014 | Journal article
Source: Self-asserted source
Omri Barak

From fixed points to chaos: three models of delayed discrimination

Progress in neurobiology
2013 | Journal article
Source: Self-asserted source
Omri Barak

From fixed points to chaos: three models of delayed discrimination

Progress in neurobiology
2013 | Journal article
Source: Self-asserted source
Omri Barak

From fixed points to chaos: Three models of delayed discrimination

Progress in Neurobiology
2013 | Journal article
DOI:

10.1016/j.pneurobio.2013.02.002
Contributors: Barak, O.; Sussillo, D.; Romo, R.; Tsodyks, M.; Abbott, L.F.
Source: Self-asserted source
Omri Barak via Scopus - Elsevier

Opening the black box: low-dimensional dynamics in high-dimensional recurrent neural networks

Neural computation
2013 | Journal article
Source: Self-asserted source
Omri Barak

Opening the black box: low-dimensional dynamics in high-dimensional recurrent neural networks

Neural computation
2013 | Journal article
Source: Self-asserted source
Omri Barak

Opening the black box: Low-dimensional dynamics in high-dimensional recurrent neural networks

Neural Computation
2013 | Journal article
DOI:

10.1162/NECO_a_00409
Contributors: Sussillo, D.; Barak, O.
Source: Self-asserted source
Omri Barak via Scopus - Elsevier

The importance of mixed selectivity in complex cognitive tasks

Nature
2013 | Journal article
DOI:

10.1038/nature12160
Contributors: Rigotti, M.; Barak, O.; Warden, M.R.; Wang, X.-J.; Daw, N.D.; Miller, E.K.; Fusi, S.
Source: Self-asserted source
Omri Barak via Scopus - Elsevier

The importance of mixed selectivity in complex cognitive tasks

Nature
2013 | Journal article
Source: Self-asserted source
Omri Barak

The importance of mixed selectivity in complex cognitive tasks

Nature
2013 | Journal article
Source: Self-asserted source
Omri Barak

The sparseness of mixed selectivity neurons controls the generalization--discrimination trade-off

The Journal of Neuroscience
2013 | Journal article
Source: Self-asserted source
Omri Barak

The sparseness of mixed selectivity neurons controls the generalization--discrimination trade-off

The Journal of Neuroscience
2013 | Journal article
Source: Self-asserted source
Omri Barak

The sparseness of mixed selectivity neurons controls the generalization-discrimination trade-off

Journal of Neuroscience
2013 | Journal article
DOI:

10.1523/JNEUROSCI.2753-12.2013
Contributors: Barak, O.; Rigotti, M.; Fusi, S.
Source: Self-asserted source
Omri Barak via Scopus - Elsevier

A simple derivation of a bound on the perceptron margin using singular value decomposition

Neural Computation
2011 | Journal article
DOI:

10.1162/NECO_a_00152
Contributors: Barak, O.; Rigotti, M.
Source: Self-asserted source
Omri Barak via Scopus - Elsevier

A simple derivation of a bound on the perceptron margin using singular value decomposition

Neural computation
2011 | Journal article
Source: Self-asserted source
Omri Barak

A simple derivation of a bound on the perceptron margin using singular value decomposition

Neural computation
2011 | Journal article
Source: Self-asserted source
Omri Barak

Neuronal population coding of parametric working memory

Journal of Neuroscience
2010 | Journal article
DOI:

10.1523/JNEUROSCI.1875-10.2010
Contributors: Barak, O.; Tsodyks, M.; Romo, R.
Source: Self-asserted source
Omri Barak via Scopus - Elsevier

Neuronal population coding of parametric working memory

The Journal of Neuroscience
2010 | Journal article
Source: Self-asserted source
Omri Barak

Neuronal population coding of parametric working memory

The Journal of Neuroscience
2010 | Journal article
Source: Self-asserted source
Omri Barak

Slow oscillations in neural networks with facilitating synapses

Journal of Computational Neuroscience
2008 | Journal article
DOI:

10.1007/s10827-008-0080-z
Contributors: Melamed, O.; Barak, O.; Silberberg, G.; Markram, H.; Tsodyks, M.
Source: Self-asserted source
Omri Barak via Scopus - Elsevier

Slow oscillations in neural networks with facilitating synapses

Journal of computational neuroscience
2008 | Journal article
Source: Self-asserted source
Omri Barak

Slow oscillations in neural networks with facilitating synapses

Journal of computational neuroscience
2008 | Journal article
Source: Self-asserted source
Omri Barak

Synaptic theory of working memory

Science
2008 | Journal article
Source: Self-asserted source
Omri Barak

SynaptiC Theory of Working Memory

Science
2008 | Journal article
DOI:

10.1126/science.1150769
Contributors: Mongillo, G.; Barak, O.; Tsodyks, M.
Source: Self-asserted source
Omri Barak via Scopus - Elsevier
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