Neural basis of value based decision making
Abstract/Contents
- Abstract
- For many decisions, we must explicitly compare the value of two or more goods being offered. However, often decisions are not between multiple goods, but rather between a single offer and the choice to pass on that offer, such as when deciding to buy a new car, marry a significant other, or read this abstract! For these decisions the relevant comparison is between the expected benefit of the offer and its associated cost. We studied cost-benefit decisions in the macaque monkey while recording from single neurons in the orbitofrontal cortex (OFC), which has been implicated previously in decisions between competing goods. We found that the animal was sensitive to the balance of cost and benefit. That is, his willingness to accept an offer increased monotonically as we increased the benefit while keeping the cost constant. We found that the OFC represented task-relevant information—such as benefit, choice, and expected outcome—in a complex manner. These signals were mixed at the level of single neurons, but by examining the population response, we found separable ensembles of neurons that represented each of these task relevant variables. Moreover, different sets of neurons appeared to represent these signals for discrete temporal epochs within and between trials, which may correspond to distinct functional processes revealed by behavior. Taken together, we offer a novel view of how a population of neurons may collectively represent value and choice information and how that population may transform the representation dynamically over time.
Description
| Type of resource | text |
|---|---|
| Form | electronic; electronic resource; remote |
| Extent | 1 online resource. |
| Publication date | 2013 |
| Issuance | monographic |
| Language | English |
Creators/Contributors
| Associated with | Kimmel, Daniel L |
|---|---|
| Associated with | Stanford University, Neurosciences Program. |
| Primary advisor | Newsome, William T |
| Thesis advisor | Newsome, William T |
| Thesis advisor | McClelland, James L |
| Thesis advisor | McClure, Samuel M |
| Thesis advisor | Moore, Tirin, 1969- |
| Advisor | McClelland, James L |
| Advisor | McClure, Samuel M |
| Advisor | Moore, Tirin, 1969- |
Subjects
| Genre | Theses |
|---|
Bibliographic information
| Statement of responsibility | Daniel L. Kimmel. |
|---|---|
| Note | Submitted to the Program in Neurosciences. |
| Thesis | Thesis (Ph.D.)--Stanford University, 2013. |
| Location | electronic resource |
Access conditions
- Copyright
- © 2013 by Daniel Landay Kimmel
- License
- This work is licensed under a Creative Commons Attribution Non Commercial 3.0 Unported license (CC BY-NC).
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