Joel Zylberberg

Title(s)Adjunct Instructor, Ophthalmology
SchoolMedicine
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Fine Granularity Is Critical for Intelligent Neural Network Pruning. Neural Comput. 2024 Nov 19; 36(12):2677-2709. Heyman A, Zylberberg J. PMID: 39383032.
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    2. Biophysical neural adaptation mechanisms enable artificial neural networks to capture dynamic retinal computation. Nat Commun. 2024 Jul 16; 15(1):5957. Idrees S, Manookin MB, Rieke F, Field GD, Zylberberg J. PMID: 39009568; PMCID: PMC11251147.
      View in: PubMed   Mentions: 2     Fields:    Translation:AnimalsCells
    3. Stimulus type shapes the topology of cellular functional networks in mouse visual cortex. Nat Commun. 2024 Jul 09; 15(1):5753. Tang D, Zylberberg J, Jia X, Choi H. PMID: 38982078; PMCID: PMC11233648.
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    4. Responses to Pattern-Violating Visual Stimuli Evolve Differently Over Days in Somata and Distal Apical Dendrites. J Neurosci. 2024 01 31; 44(5). Gillon CJ, Pina JE, Lecoq JA, Ahmed R, Billeh YN, Caldejon S, Groblewski P, Henley TM, Kato I, Lee E, Luviano J, Mace K, Nayan C, Nguyen TV, North K, Perkins J, Seid S, Valley MT, Williford A, Bengio Y, Lillicrap TP, Richards BA, Zylberberg J. PMID: 37989593; PMCID: PMC10860604.
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    5. Stimulus-dependent functional network topology in mouse visual cortex. bioRxiv. 2023 Jul 03. Tang D, Zylberberg J, Jia X, Choi H. PMID: 37461471; PMCID: PMC10349950.
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    6. Responses of pyramidal cell somata and apical dendrites in mouse visual cortex over multiple days. Sci Data. 2023 05 17; 10(1):287. Gillon CJ, Lecoq JA, Pina JE, Ahmed R, Billeh YN, Caldejon S, Groblewski P, Henley TM, Kato I, Lee E, Luviano J, Mace K, Nayan C, Nguyen TV, North K, Perkins J, Seid S, Valley MT, Williford A, Bengio Y, Lillicrap TP, Zylberberg J, Richards BA. PMID: 37198203; PMCID: PMC10192216.
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    7. Good decisions require more than information. Nat Neurosci. 2021 07; 24(7):903-904. Cayco-Gajic NA, Zylberberg J. PMID: 34131326.
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    8. Cellular and Synaptic Mechanisms That Differentiate Mitral Cells and Superficial Tufted Cells Into Parallel Output Channels in the Olfactory Bulb. Front Cell Neurosci. 2020; 14:614377. Jones S, Zylberberg J, Schoppa N. PMID: 33414707; PMCID: PMC7782477.
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    9. Ignoring correlated activity causes a failure of retinal population codes. Nat Commun. 2020 09 14; 11(1):4605. Ruda K, Zylberberg J, Field GD. PMID: 32929073; PMCID: PMC7490269.
      View in: PubMed   Mentions: 10     Fields:    Translation:AnimalsCells
    10. Improved object recognition using neural networks trained to mimic the brain's statistical properties. Neural Netw. 2020 Nov; 131:103-114. Federer C, Xu H, Fyshe A, Zylberberg J. PMID: 32771841.
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    11. Global Motion Processing by Populations of Direction-Selective Retinal Ganglion Cells. J Neurosci. 2020 07 22; 40(30):5807-5819. Cafaro J, Zylberberg J, Field GD. PMID: 32561674; PMCID: PMC7380974.
      View in: PubMed   Mentions: 6     Fields:    Translation:AnimalsCells
    12. A deep learning framework for neuroscience. Nat Neurosci. 2019 11; 22(11):1761-1770. Richards BA, Lillicrap TP, Beaudoin P, Bengio Y, Bogacz R, Christensen A, Clopath C, Costa RP, de Berker A, Ganguli S, Gillon CJ, Hafner D, Kepecs A, Kriegeskorte N, Latham P, Lindsay GW, Miller KD, Naud R, Pack CC, Poirazi P, Roelfsema P, Sacramento J, Saxe A, Scellier B, Schapiro AC, Senn W, Wayne G, Yamins D, Zenke F, Zylberberg J, Therien D, Kording KP. PMID: 31659335; PMCID: PMC7115933.
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    13. The language of the brain: real-world neural population codes. Curr Opin Neurobiol. 2019 10; 58:30-36. Pruszynski JA, Zylberberg J. PMID: 31326721.
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    14. Spatial representations in the superior colliculus are modulated by competition among targets. Neuroscience. 2019 06 01; 408:191-203. Lintz MJ, Essig J, Zylberberg J, Felsen G. PMID: 30981865; PMCID: PMC6556130.
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    15. Using deep learning to probe the neural code for images in primary visual cortex. J Vis. 2019 04 01; 19(4):29. Kindel WF, Christensen ED, Zylberberg J. PMID: 31026016; PMCID: PMC6485988.
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    16. Inferring sleep stage from local field potentials recorded in the subthalamic nucleus of Parkinson's patients. J Sleep Res. 2019 08; 28(4):e12806. Christensen E, Abosch A, Thompson JA, Zylberberg J. PMID: 30549130.
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    17. A Moment-Based Maximum Entropy Model for Fitting Higher-Order Interactions in Neural Data. Entropy (Basel). 2018 Jun 23; 20(7). Cayco-Gajic NA, Zylberberg J, Shea-Brown E. PMID: 33265579; PMCID: PMC7513015.
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    18. A self-organizing short-term dynamical memory network. Neural Netw. 2018 Oct; 106:30-41. Federer C, Zylberberg J. PMID: 30007123.
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    19. Mechanisms of Persistent Activity in Cortical Circuits: Possible Neural Substrates for Working Memory. Annu Rev Neurosci. 2017 07 25; 40:603-627. Zylberberg J, Strowbridge BW. PMID: 28772102; PMCID: PMC5995341.
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    20. Robust information propagation through noisy neural circuits. PLoS Comput Biol. 2017 04; 13(4):e1005497. Zylberberg J, Pouget A, Latham PE, Shea-Brown E. PMID: 28419098; PMCID: PMC5413111.
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    21. Direction-Selective Circuits Shape Noise to Ensure a Precise Population Code. Neuron. 2016 Jan 20; 89(2):369-383. Zylberberg J, Cafaro J, Turner MH, Shea-Brown E, Rieke F. PMID: 26796691; PMCID: PMC4724064.
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    22. Input nonlinearities can shape beyond-pairwise correlations and improve information transmission by neural populations. Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Dec; 92(6):062707. Zylberberg J, Shea-Brown E. PMID: 26764727.
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    23. Dynamics of robust pattern separability in the hippocampal dentate gyrus. Hippocampus. 2016 May; 26(5):623-32. Zylberberg J, Hyde RA, Strowbridge BW. PMID: 26482936; PMCID: PMC5546763.
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    24. Triplet correlations among similarly tuned cells impact population coding. Front Comput Neurosci. 2015; 9:57. Cayco-Gajic NA, Zylberberg J, Shea-Brown E. PMID: 26042024; PMCID: PMC4435073.
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    25. The sign rule and beyond: boundary effects, flexibility, and noise correlations in neural population codes. PLoS Comput Biol. 2014 Feb; 10(2):e1003469. Hu Y, Zylberberg J, Shea-Brown E. PMID: 24586128; PMCID: PMC3937411.
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    26. Sparse coding models can exhibit decreasing sparseness while learning sparse codes for natural images. PLoS Comput Biol. 2013; 9(8):e1003182. Zylberberg J, DeWeese MR. PMID: 24009489; PMCID: PMC3757070.
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    27. Inhibitory interneurons decorrelate excitatory cells to drive sparse code formation in a spiking model of V1. J Neurosci. 2013 Mar 27; 33(13):5475-85. King PD, Zylberberg J, DeWeese MR. PMID: 23536063; PMCID: PMC6705060.
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    28. Dead leaves and the dirty ground: low-level image statistics in transmissive and occlusive imaging environments. Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Dec; 86(6 Pt 2):066112. Zylberberg J, Pfau D, Deweese MR. PMID: 23368009.
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    29. A sparse coding model with synaptically local plasticity and spiking neurons can account for the diverse shapes of V1 simple cell receptive fields. PLoS Comput Biol. 2011 Oct; 7(10):e1002250. Zylberberg J, Murphy JT, DeWeese MR. PMID: 22046123; PMCID: PMC3203062.
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    30. How should prey animals respond to uncertain threats? Front Comput Neurosci. 2011; 5:20. Zylberberg J, Deweese MR. PMID: 21559347; PMCID: PMC3085230.
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    31. Cosmological tests of general relativity with future tomographic surveys. Phys Rev Lett. 2009 Dec 11; 103(24):241301. Zhao GB, Pogosian L, Silvestri A, Zylberberg J. PMID: 20366194.
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