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Articles, Behavioral/Cognitive

Emergent Exploration via Novelty Management

Goren Gordon, Ehud Fonio and Ehud Ahissar
Journal of Neuroscience 17 September 2014, 34 (38) 12646-12661; DOI: https://doi.org/10.1523/JNEUROSCI.1872-14.2014
Goren Gordon
1Departments of Neurobiology and
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Ehud Fonio
2Physics of Complex Systems, Weizmann Institute of Science, Rehovot 76100, Israel
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Ehud Ahissar
1Departments of Neurobiology and
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Article Information

DOI 
https://doi.org/10.1523/JNEUROSCI.1872-14.2014
PubMed 
25232104
Published By 
Society for Neuroscience
History 
  • Received May 8, 2014
  • Revision received July 22, 2014
  • Accepted August 1, 2014
  • First published September 17, 2014.
  • Version of record published September 17, 2014.
Copyright & Usage 
Copyright © 2014 the authors 0270-6474/14/3412646-16$15.00/0

Author Information

  1. Goren Gordon1,
  2. Ehud Fonio2, and
  3. Ehud Ahissar1
  1. 1Departments of Neurobiology and
  2. 2Physics of Complex Systems, Weizmann Institute of Science, Rehovot 76100, Israel
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Author contributions

  1. Author contributions: G.G., E.F., and E.A. designed research; G.G. and E.F. performed research; G.G. and E.F. analyzed data; G.G., E.F., and E.A. wrote the paper.

Disclosures

    • Received May 8, 2014.
    • Revision received July 22, 2014.
    • Accepted August 1, 2014.
  • This work was supported by the United States-Israel Binational Science Foundation Grant 201143; the Minerva Foundation, funded by the Federal German Ministry for Education and Research; the office of the Chief Scientist, Israeli Ministry of Health; the Weizmann-UK Joint Research Program; and a fund from Lord Alliance for the Weizmann-Manchester Life Science Collaboration. E.A. holds the Helen Diller Family Professorial Chair of Neurobiology.

  • The authors declare no competing financial interests.

  • Correspondence should be addressed to Ehud Ahissar. Department of Neurobiology, Weizmann Institute of Science, Rehovot 76100, Israel. ehud.ahissar{at}weizmann.ac.il

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The Journal of Neuroscience: 34 (38)
Journal of Neuroscience
Vol. 34, Issue 38
17 Sep 2014
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Emergent Exploration via Novelty Management
Goren Gordon, Ehud Fonio, Ehud Ahissar
Journal of Neuroscience 17 September 2014, 34 (38) 12646-12661; DOI: 10.1523/JNEUROSCI.1872-14.2014

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Emergent Exploration via Novelty Management
Goren Gordon, Ehud Fonio, Ehud Ahissar
Journal of Neuroscience 17 September 2014, 34 (38) 12646-12661; DOI: 10.1523/JNEUROSCI.1872-14.2014
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Keywords

  • active sensing
  • hierarchical model
  • intrinsic motivation
  • reinforcement learning
  • whisker system

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