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Omri Barak, Ph.D. - Publications

Affiliations: 
Medicine Technion - Israel Institute of Technology, Haifa, Haifa District, Israel 
Area:
Theoretical Neuroscience
Website:
http://barak.net.technion.ac.il
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35 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Ratzon A, Derdikman D, Barak O. Representational drift as a result of implicit regularization. Biorxiv : the Preprint Server For Biology. PMID 38370656 DOI: 10.1101/2023.05.04.539512  0.366
2024 Pals M, Macke JH, Barak O. Trained recurrent neural networks develop phase-locked limit cycles in a working memory task. Plos Computational Biology. 20: e1011852. PMID 38315736 DOI: 10.1371/journal.pcbi.1011852  0.34
2024 Beer C, Barak O. Revealing and reshaping attractor dynamics in large networks of cortical neurons. Plos Computational Biology. 20: e1011784. PMID 38241417 DOI: 10.1371/journal.pcbi.1011784  0.348
2023 Barak O, Tsodyks M. Mathematical models of learning and what can be learned from them. Current Opinion in Neurobiology. 80: 102721. PMID 37043892 DOI: 10.1016/j.conb.2023.102721  0.505
2021 Barak O, Romani S. Mapping Low-Dimensional Dynamics to High-Dimensional Neural Activity: A Derivation of the Ring Model from the Neural Engineering Framework. Neural Computation. 1-26. PMID 33513322 DOI: 10.1162/neco_a_01361  0.558
2020 Shomar A, Barak O, Brenner N. Local and global features of genetic networks supporting a phenotypic switch. Plos One. 15: e0238433. PMID 32881964 DOI: 10.1371/Journal.Pone.0238433  0.376
2020 Levy S, Lavzin M, Benisty H, Ghanayim A, Dubin U, Achvat S, Brosh Z, Aeed F, Mensh BD, Schiller Y, Meir R, Barak O, Talmon R, Hantman AW, Schiller J. Cell-Type-Specific Outcome Representation in the Primary Motor Cortex. Neuron. PMID 32589878 DOI: 10.1016/J.Neuron.2020.06.006  0.4
2020 Rivkind A, Schreier H, Brenner N, Barak O. Scale free topology as an effective feedback system. Plos Computational Biology. 16: e1007825. PMID 32392249 DOI: 10.1371/Journal.Pcbi.1007825  0.395
2020 Kurikawa T, Barak O, Kaneko K. Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network Physical Review Research. 2. DOI: 10.1103/Physrevresearch.2.023307  0.393
2020 Schuessler F, Dubreuil A, Mastrogiuseppe F, Ostojic S, Barak O. Dynamics of random recurrent networks with correlated low-rank structure Physical Review Research. 2. DOI: 10.1103/Physrevresearch.2.013111  0.634
2019 Susman L, Brenner N, Barak O. Stable memory with unstable synapses. Nature Communications. 10: 4441. PMID 31570719 DOI: 10.1038/S41467-019-12306-2  0.412
2019 Beer C, Barak O. One Step Back, Two Steps Forward: Interference and Learning in Recurrent Neural Networks. Neural Computation. 1-19. PMID 31393826 DOI: 10.1162/Neco_A_01222  0.451
2017 Ismakov R, Barak O, Jeffery K, Derdikman D. Grid Cells Encode Local Positional Information. Current Biology : Cb. PMID 28756950 DOI: 10.1016/J.Cub.2017.06.034  0.341
2017 Rivkind A, Barak O. Local Dynamics in Trained Recurrent Neural Networks. Physical Review Letters. 118: 258101. PMID 28696758 DOI: 10.1103/Physrevlett.118.258101  0.469
2017 Barak O. Recurrent neural networks as versatile tools of neuroscience research. Current Opinion in Neurobiology. 46: 1-6. PMID 28668365 DOI: 10.1016/J.Conb.2017.06.003  0.434
2017 Xu T, Barak O. Dynamical timescale explains marginal stability in excitability dynamics. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28348138 DOI: 10.1523/Jneurosci.2340-16.2017  0.421
2017 Barzelay O, Furst M, Barak O. A New Approach to Model Pitch Perception Using Sparse Coding. Plos Computational Biology. 13: e1005338. PMID 28099436 DOI: 10.1371/Journal.Pcbi.1005338  0.318
2017 Barzelay O, Barak O, Furst M. Pitch recognition with sparse-coding recurrent neural networks The Journal of the Acoustical Society of America. 141: 3817-3817. DOI: 10.1121/1.4988454  0.386
2015 Tocker G, Barak O, Derdikman D. Grid cells correlation structure suggests organized feedforward projections into superficial layers of the medial entorhinal cortex. Hippocampus. PMID 26105192 DOI: 10.1002/Hipo.22481  0.324
2015 Carnevale F, de Lafuente V, Romo R, Barak O, Parga N. Dynamic Control of Response Criterion in Premotor Cortex during Perceptual Detection under Temporal Uncertainty. Neuron. 86: 1067-77. PMID 25959731 DOI: 10.1016/J.Neuron.2015.04.014  0.414
2014 Barak O, Tsodyks M. Working models of working memory. Current Opinion in Neurobiology. 25: 20-4. PMID 24709596 DOI: 10.1016/J.Conb.2013.10.008  0.641
2013 Rigotti M, Barak O, Warden MR, Wang XJ, Daw ND, Miller EK, Fusi S. The importance of mixed selectivity in complex cognitive tasks. Nature. 497: 585-90. PMID 23685452 DOI: 10.1038/Nature12160  0.746
2013 Barak O, Rigotti M, Fusi S. The sparseness of mixed selectivity neurons controls the generalization-discrimination trade-off. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 3844-56. PMID 23447596 DOI: 10.1523/Jneurosci.2753-12.2013  0.751
2013 Barak O, Sussillo D, Romo R, Tsodyks M, Abbott LF. From fixed points to chaos: three models of delayed discrimination. Progress in Neurobiology. 103: 214-22. PMID 23438479 DOI: 10.1016/J.Pneurobio.2013.02.002  0.748
2013 Sussillo D, Barak O. Opening the black box: low-dimensional dynamics in high-dimensional recurrent neural networks. Neural Computation. 25: 626-49. PMID 23272922 DOI: 10.1162/Neco_A_00409  0.722
2013 Martí D, Barak O, Rigotti M, Fusi S. Scalability properties of multimodular networks with dynamic gating Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P136  0.745
2011 Barak O, Rigotti M. A simple derivation of a bound on the perceptron margin using singular value decomposition Neural Computation. 23: 1935-1943. DOI: 10.1162/Neco_A_00152  0.666
2010 Barak O, Tsodyks M, Romo R. Neuronal population coding of parametric working memory. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 9424-30. PMID 20631171 DOI: 10.1523/Jneurosci.1875-10.2010  0.673
2008 Melamed O, Barak O, Silberberg G, Markram H, Tsodyks M. Slow oscillations in neural networks with facilitating synapses. Journal of Computational Neuroscience. 25: 308-16. PMID 18483841 DOI: 10.1007/S10827-008-0080-Z  0.635
2008 Mongillo G, Barak O, Tsodyks M. Synaptic theory of working memory. Science (New York, N.Y.). 319: 1543-6. PMID 18339943 DOI: 10.1126/Science.1150769  0.615
2007 Barak O, Tsodyks M. Persistent activity in neural networks with dynamic synapses. Plos Computational Biology. 3: e35. PMID 17319739 DOI: 10.1371/Journal.Pcbi.0030035  0.669
2007 Mokeichev A, Okun M, Barak O, Katz Y, Ben-Shahar O, Lampl I. Stochastic emergence of repeating cortical motifs in spontaneous membrane potential fluctuations in vivo. Neuron. 53: 413-25. PMID 17270737 DOI: 10.1016/J.Neuron.2007.01.017  0.371
2007 Barak O, Tsodyks M. Correction: Persistent Activity in Neural Networks with Dynamic Synapses Plos Computational Biology. 3: e104. DOI: 10.1371/Journal.Pcbi.0030104  0.59
2006 Barak O, Tsodyks M. Recognition by variance: learning rules for spatiotemporal patterns. Neural Computation. 18: 2343-58. PMID 16907629 DOI: 10.1162/Neco.2006.18.10.2343  0.637
2006 Szwed M, Bagdasarian K, Blumenfeld B, Barak O, Derdikman D, Ahissar E. Responses of trigeminal ganglion neurons to the radial distance of contact during active vibrissal touch. Journal of Neurophysiology. 95: 791-802. PMID 16207785 DOI: 10.1152/Jn.00571.2005  0.402
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