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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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    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.
      View in: PubMed
    2. Amit Y. Deep Learning With Asymmetric Connections and Hebbian Updates. Front Comput Neurosci. 2019; 13:18. PMID: 31019458.
      View in: PubMed
    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.
      View in: PubMed
    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.
      View in: PubMed
    5. Dubreuil AM, Amit Y, Brunel N. Memory capacity of networks with stochastic binary synapses. PLoS Comput Biol. 2014 Aug; 10(8):e1003727. PMID: 25101662.
      View in: PubMed
    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.
      View in: PubMed
    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.
      View in: PubMed
    8. Dickey AS, Amit Y, Hatsopoulos NG. Heterogeneous neural coding of corrective movements in motor cortex. Front Neural Circuits. 2013; 7:51. PMID: 23576955.
      View in: PubMed
    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.
      View in: PubMed
    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.
      View in: PubMed
    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.
      View in: PubMed
    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.
      View in: PubMed
    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.
      View in: PubMed
    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.
      View in: PubMed
    15. Cortés L, Amit Y. Efficient annotation of vesicle dynamics video microscopy. IEEE Trans Pattern Anal Mach Intell. 2008 Nov; 30(11):1998-2010. PMID: 18787247.
      View in: PubMed
    16. Romani S, Amit DJ, Amit Y. Optimizing one-shot learning with binary synapses. Neural Comput. 2008 Aug; 20(8):1928-50. PMID: 18386988.
      View in: PubMed
    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.
      View in: PubMed
    18. Amit Y, Koloydenko A, Niyogi P. Robust acoustic object detection. J Acoust Soc Am. 2005 Oct; 118(4):2634-48. PMID: 16266183.
      View in: PubMed
    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.
      View in: PubMed
    20. Amit Y, Mascaro M. An integrated network for invariant visual detection and recognition. Vision Res. 2003 Sep; 43(19):2073-88. PMID: 12842160.
      View in: PubMed
    21. Amit Y, Mascaro M. Attractor networks for shape recognition. Neural Comput. 2001 Jun; 13(6):1415-42. PMID: 11387051.
      View in: PubMed
    22. 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.
      View in: PubMed
    23. Amit Y. A neural network architecture for visual selection. Neural Comput. 2000 May; 12(5):1141-64. PMID: 10905811.
      View in: PubMed
    24. Amit Y, Geman D. A computational model for visual selection. Neural Comput. 1999 Oct 01; 11(7):1691-715. PMID: 10490943.
      View in: PubMed
    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.
      View in: PubMed
    26. Amit Y, Manbeck KM. Deformable template models for emission tomography. IEEE Trans Med Imaging. 1993; 12(2):260-8. PMID: 18218413.
      View in: PubMed
    27. Amit Y, Jabbour S, Arad ID. Effect of skinfold thickness on transcutaneous bilirubin measurements. Biol Neonate. 1993; 63(4):209-14. PMID: 8513025.
      View in: PubMed
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