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Yali Amit

TitlePROFESSOR
InstitutionUniversity of Chicago
DepartmentStatistics
AddressChicago IL 60637
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    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. Tang M, Yang Y, Amit Y. Biologically Plausible Training Mechanisms for Self-Supervised Learning in Deep Networks. Front Comput Neurosci. 2022; 16:789253. PMID: 35386856; PMCID: PMC8977509.
      Citations:    
    2. Amit Y. Deep Learning With Asymmetric Connections and Hebbian Updates. Front Comput Neurosci. 2019; 13:18. PMID: 31019458; PMCID: PMC6458299.
      Citations: 12     
    3. Lim S, McKee JL, Woloszyn L, Amit Y, Freedman DJ, Sheinberg DL, Brunel N. Inferring learning rules from distributions of firing rates in cortical neurons. Nat Neurosci. 2015 Dec; 18(12):1804-10. PMID: 26523643; PMCID: PMC4666720.
      Citations: 41     Fields:    Translation:AnimalsCells
    4. Nagy S, Goessling M, Amit Y, Biron D. A Generative Statistical Algorithm for Automatic Detection of Complex Postures. PLoS Comput Biol. 2015 Oct; 11(10):e1004517. PMID: 26439258; PMCID: PMC4595081.
      Citations: 13     Fields:    Translation:Animals
    5. Amit Y, Dubreuil AM, Brunel N. Memory capacity of networks with stochastic binary synapses. PLoS Comput Biol. 2014 Aug; 10(8):e1003727. PMID: 25101662; PMCID: PMC4125071.
      Citations: 3     Fields:    Translation:AnimalsCells
    6. Yakovlev V, Amit Y, Hochstein S. It's hard to forget: resetting memory in delay-match-to-multiple-image tasks. Front Hum Neurosci. 2013; 7:765. PMID: 24294199; PMCID: PMC3827555.
      Citations: 3     
    7. Amit Y, Yakovlev V, Hochstein S. Modeling behavior in different delay match to sample tasks in one simple network. Front Hum Neurosci. 2013; 7:408. PMID: 23908619; PMCID: PMC3726992.
      Citations: 4     
    8. Dickey AS, Amit Y, Hatsopoulos NG. Heterogeneous neural coding of corrective movements in motor cortex. Front Neural Circuits. 2013; 7:51. PMID: 23576955; PMCID: PMC3616342.
      Citations: 7     Fields:    Translation:Animals
    9. Amit Y, Walker J. Recurrent network of perceptrons with three state synapses achieves competitive classification on real inputs. Front Comput Neurosci. 2012; 6:39. PMID: 22737121; PMCID: PMC3381280.
      Citations: 2     
    10. Hatsopoulos NG, Amit Y. Synthesizing complex movement fragment representations from motor cortical ensembles. J Physiol Paris. 2012 May-Aug; 106(3-4):112-9. PMID: 21939762; PMCID: PMC3246072.
      Citations: 7     Fields:    Translation:AnimalsCells
    11. Saleh M, Takahashi K, Amit Y, Hatsopoulos NG. Encoding of coordinated grasp trajectories in primary motor cortex. J Neurosci. 2010 Dec 15; 30(50):17079-90. PMID: 21159978; PMCID: PMC3046070.
      Citations: 30     Fields:    Translation:AnimalsCells
    12. Huang Y, Amit Y. Capacity analysis in multi-state synaptic models: a retrieval probability perspective. J Comput Neurosci. 2011 Jun; 30(3):699-720. PMID: 20978831.
      Citations: 8     Fields:    Translation:HumansAnimalsCells
    13. Amit Y, Huang Y. Precise capacity analysis in binary networks with multiple coding level inputs. Neural Comput. 2010 Mar; 22(3):660-88. PMID: 19842984.
      Citations: 9     Fields:    Translation:HumansCells
    14. Dickey AS, Suminski A, Amit Y, Hatsopoulos NG. Single-unit stability using chronically implanted multielectrode arrays. J Neurophysiol. 2009 Aug; 102(2):1331-9. PMID: 19535480; PMCID: PMC2724357.
      Citations: 107     Fields:    Translation:AnimalsCells
    15. Amit Y, Cortés L. Efficient annotation of vesicle dynamics video microscopy. IEEE Trans Pattern Anal Mach Intell. 2008 Nov; 30(11):1998-2010. PMID: 18787247.
      Citations:    Fields:    Translation:Cells
    16. Amit DJ, Amit Y, Romani S. Optimizing one-shot learning with binary synapses. Neural Comput. 2008 Aug; 20(8):1928-50. PMID: 18386988.
      Citations: 5     Fields:    Translation:Cells
    17. Hatsopoulos NG, Xu Q, Amit Y. Encoding of movement fragments in the motor cortex. J Neurosci. 2007 May 09; 27(19):5105-14. PMID: 17494696; PMCID: PMC6672361.
      Citations: 92     Fields:    Translation:AnimalsCells
    18. Amit Y, Koloydenko A, Niyogi P. Robust acoustic object detection. J Acoust Soc Am. 2005 Oct; 118(4):2634-48. PMID: 16266183.
      Citations:    Fields:    Translation:HumansPHPublic Health
    19. Amit Y, Geman D, Fan X. A coarse-to-fine strategy for multiclass shape detection. IEEE Trans Pattern Anal Mach Intell. 2004 Dec; 26(12):1606-21. PMID: 15573821.
      Citations: 4     Fields:    
    20. Amit Y, Mascaro M. An integrated network for invariant visual detection and recognition. Vision Res. 2003 Sep; 43(19):2073-88. PMID: 12842160.
      Citations: 5     Fields:    Translation:Humans
    21. Amit Y, Mascaro M, Amit Y, Mascaro M. Attractor networks for shape recognition. Neural Comput. 2001 Jun; 13(6):1415-42. PMID: 11387051.
      Citations: 2     Fields:    Translation:Animals
    22. Dasberg H, Bartura J, Amit Y, Dasberg H, Bartura J, Amit Y. Narrative group therapy with aging child survivors of the Holocaust. Isr J Psychiatry Relat Sci. 2001; 38(1):27-35. PMID: 11381583.
      Citations:    Fields:    Translation:Humans
    23. Amit Y. A neural network architecture for visual selection. Neural Comput. 2000 May; 12(5):1141-64. PMID: 10905811.
      Citations: 2     Fields:    
    24. Amit Y, Geman D. A computational model for visual selection. Neural Comput. 1999 Oct 01; 11(7):1691-715. PMID: 10490943.
      Citations: 3     Fields:    Translation:Cells
    25. Amit Y. Graphical shape templates for automatic anatomy detection with applications to MRI brain scans. IEEE Trans Med Imaging. 1997 Feb; 16(1):28-40. PMID: 9050406.
      Citations: 2     Fields:    Translation:Humans
    26. Amit Y, Manbeck KM. Deformable template models for emission tomography. IEEE Trans Med Imaging. 1993; 12(2):260-8. PMID: 18218413.
      Citations: 1     Fields:    
    27. Amit Y, Jabbour S, Arad ID. Effect of skinfold thickness on transcutaneous bilirubin measurements. Biol Neonate. 1993; 63(4):209-14. PMID: 8513025.
      Citations:    Fields:    Translation:Humans
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