ERIC Number: ED600342
Record Type: Non-Journal
Publication Date: 2019
Pages: 128
Abstractor: As Provided
ISBN: 978-0-4389-3933-2
ISSN: EISSN-
EISSN: N/A
A Neural Network for Uncertainty Anticipation and Information Seeking
White, J. Kael
ProQuest LLC, Ph.D. Dissertation, Washington University in St. Louis
In a world flooded with 'click bait', 'alternative facts', and 'fake news' one's ability to seek out, discern, and value information is of utmost importance. Although contemporary phenomena, these cultural ills take advantage of an evolutionarily-preserved drive for humans and nonhuman animals to monitor for and pursue opportunities to gain information. Indeed, in a natural environment where rewards are scarce and can be risky, animals often seek sensory cues as a source of information about future outcomes. Interestingly, humans and nonhuman animals will seek sensory information that provides advance information that predicts an outcome even when this information does not influence the event outcome or may even come at a cost to the eventual reward. This willingness to 'pay' for information, despite being unable to impact task outcome, indicates that the information itself has intrinsic value to subjects. But how and where in the brain are opportunities to learn new information about uncertain events signaled? How does the brain guide behavior towards pursuing this information? Elucidating these mechanisms would expand our understanding of how information seeking interacts with primary reward seeking in naturalistic environments and could further inform theories of attention, learning, and economic decision-making. Here, I demonstrate that connected regions of the anterior cingulate cortex (ACC), striatum, and pallidum contain neurons whose activity is selectively modulated by the presence and levels of outcome uncertainty. I describe the response of these neurons, many of which anticipate the resolution of uncertainty about an outcome-including when it is resolved through the animal seeking advance information. Finally, I demonstrate that the neural activity within areas of basal ganglia in this 'uncertainty circuit' causally contributes to information-seeking behaviors observed in nonhuman primates. This work demonstrates that connected regions of the brain previously associated with responses to primary rewards and motivation also contain a mechanism for anticipating uncertainty resolution and directing behaviors towards pursuing information that reduces uncertainty about upcoming events. [The dissertation citations contained here are published with the permission of ProQuest LLC. Further reproduction is prohibited without permission. Copies of dissertations may be obtained by Telephone (800) 1-800-521-0600. Web page: http://bibliotheek.ehb.be:2222/en-US/products/dissertations/individuals.shtml.]
Descriptors: Information Seeking, Neurological Organization, Brain, Learning, Rewards, Motivation, Behavior, Primatology
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Publication Type: Dissertations/Theses - Doctoral Dissertations
Education Level: N/A
Audience: N/A
Language: English
Sponsor: National Institute of Mental Health (DHHS/NIH); Defense Advanced Research Projects Agency (DARPA) (DOD)
Authoring Institution: N/A
Grant or Contract Numbers: HR0011162002; R01MH110594