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Research ArticleNew Research, Sensory and Motor Systems

Cortical Transformation of Spatial Processing for Solving the Cocktail Party Problem: A Computational Model

Junzi Dong, H. Steven Colburn and Kamal Sen
eNeuro 13 January 2016, 3 (1) ENEURO.0086-15.2015; DOI: https://doi.org/10.1523/ENEURO.0086-15.2015
Junzi Dong
Hearing Research Center and Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215
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H. Steven Colburn
Hearing Research Center and Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215
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Kamal Sen
Hearing Research Center and Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215
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Article Information

DOI 
https://doi.org/10.1523/ENEURO.0086-15.2015
PubMed 
26866056
Published By 
Society for Neuroscience
History 
  • Received August 9, 2015
  • Revision received December 16, 2015
  • Accepted December 18, 2015
  • Published online January 13, 2016.
Copyright & Usage 
Copyright © 2016 Dong et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

Author Information

  1. Junzi Dong,
  2. H. Steven Colburn and
  3. Kamal Sen
  1. Hearing Research Center and Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215
  1. Correspondence should be addressed to Dr Kamal Sen, Boston University, 44 Cummington Mall, Boston, MA 02215. E-mail: kamalsen{at}bu.edu.
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Author contributions

  1. ↵2 Contributions: J.D., H.S.C., and K.S. designed research; J.D. performed research; J.D. analyzed data; J.D., H.S.C., and K.S. wrote the paper.

Disclosures

  • ↵1 The authors report no conflict of interest.

  • ↵3 This work was supported by NIH/NIDCD.

Funding

  • NIDCD

    R01 DC00100
  • NIH

    R90 DA 033460

Other Version

  • previous version (January 13, 2016).
  • You are viewing the most recent version of this article.

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Apr 20162615149
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Jul 2016125420
Aug 201645121
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Apr 20183437
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Aug 20182259
Sep 20181202
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Feb 201913635
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Apr 201910598
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Total 202139635112
Jan 202233910
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Mar 202227410
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Total 20221020933
Total84742651340
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eneuro: 3 (1)
eNeuro
Vol. 3, Issue 1
January/February 2016
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Cortical Transformation of Spatial Processing for Solving the Cocktail Party Problem: A Computational Model
Junzi Dong, H. Steven Colburn, Kamal Sen
eNeuro 13 January 2016, 3 (1) ENEURO.0086-15.2015; DOI: 10.1523/ENEURO.0086-15.2015

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Cortical Transformation of Spatial Processing for Solving the Cocktail Party Problem: A Computational Model
Junzi Dong, H. Steven Colburn, Kamal Sen
eNeuro 13 January 2016, 3 (1) ENEURO.0086-15.2015; DOI: 10.1523/ENEURO.0086-15.2015
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  • Article
    • Visual Abstract
    • Abstract
    • Significance Statement
    • Introduction
    • Methods
    • Quantifying goodness of fit
    • Results
    • Cross-channel lateral inhibition enables the network to match experimentally observed neural responses
    • Spatial tuning
    • Extending the model network to potential engineering solutions for segregating spatial sound sources
    • Discussion
    • Predictions and implications
    • Footnotes
    • References
    • Synthesis
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Keywords

  • auditory model of spatial processing
  • cocktail party problem
  • computational modeling
  • spatial auditory processing
  • spatial segregation

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