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A neural network for information seeking

J. Kael White, View ORCID ProfileEthan S. Bromberg-Martin, Sarah R. Heilbronner, Kaining Zhang, Julia Pai, Suzanne N. Haber, Ilya E. Monosov
doi: https://doi.org/10.1101/720433
J. Kael White
1Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
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Ethan S. Bromberg-Martin
1Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
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  • ORCID record for Ethan S. Bromberg-Martin
Sarah R. Heilbronner
2Department of Neuroscience, University of Minnesota, Minneapolis, MN, USA
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Kaining Zhang
3Department of Biomedical Engineering, Washington University, St. Louis, MO, USA
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Julia Pai
1Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
4Center for Neural Science, New York University, New York, NY, USA
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Suzanne N. Haber
5Department of Pharmacology and Physiology, University of Rochester, Rochester, NY, USA
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Ilya E. Monosov
1Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
3Department of Biomedical Engineering, Washington University, St. Louis, MO, USA
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  • For correspondence: monosovi@wustl.edu
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ABSTRACT

Humans and other animals often show a strong desire to know the uncertain rewards their future has in store, even when they cannot use this information to influence the outcome. However, it is unknown how the brain predicts opportunities to gain information and motivates this information seeking behavior. Here we show that neurons in a network of interconnected subregions of primate anterior cingulate cortex and basal ganglia predict the moment of gaining information about uncertain rewards. Spontaneous increases in their information prediction signals are followed by gaze shifts toward objects associated with resolving uncertainty, and pharmacologically disrupting this network reduces the motivation to seek information. These findings demonstrate a cortico-basal ganglia mechanism responsible for motivating actions to resolve uncertainty by seeking knowledge about the future.

Footnotes

  • Edited to make a footnote appear on bioRxiv to indicate the co-first authorship between the first two authors, and acknowledge an additional grant.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted August 19, 2019.
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A neural network for information seeking
J. Kael White, Ethan S. Bromberg-Martin, Sarah R. Heilbronner, Kaining Zhang, Julia Pai, Suzanne N. Haber, Ilya E. Monosov
bioRxiv 720433; doi: https://doi.org/10.1101/720433
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A neural network for information seeking
J. Kael White, Ethan S. Bromberg-Martin, Sarah R. Heilbronner, Kaining Zhang, Julia Pai, Suzanne N. Haber, Ilya E. Monosov
bioRxiv 720433; doi: https://doi.org/10.1101/720433

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