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Simple mechanisms for not-so-simple decisions Drugowitsch, Jan
Description
Continual perceptual processing, such as required for decisions that necessitate the accumulation of evidence over time, is essential for efficient behavior. The behavior emerging from a wide range of such decisions turns out to be well-described by a surprisingly simple model family - the diffusion decision model. Taking a decision-theoretical perspective, I will discuss why diffusion models might have this property across perceptual and value-based decisions. I furthermore will highlight scenarios in which such simple models will become insufficient.
Item Metadata
Title |
Simple mechanisms for not-so-simple decisions
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Creator | |
Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
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Date Issued |
2019-05-21T09:25
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Description |
Continual perceptual processing, such as required for decisions that necessitate the accumulation of evidence over time, is essential for efficient behavior. The behavior emerging from a wide range of such decisions turns out to be well-described by a surprisingly simple model family - the diffusion decision model. Taking a decision-theoretical perspective, I will discuss why diffusion models might have this property across perceptual and value-based decisions. I furthermore will highlight scenarios in which such simple models will become insufficient.
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Extent |
46.0 minutes
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Subject | |
Type | |
File Format |
video/mp4
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Language |
eng
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Notes |
Author affiliation: Harvard University
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Series | |
Date Available |
2019-11-18
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution-NonCommercial-NoDerivatives 4.0 International
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DOI |
10.14288/1.0385524
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URI | |
Affiliation | |
Peer Review Status |
Unreviewed
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Scholarly Level |
Researcher
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Rights URI | |
Aggregated Source Repository |
DSpace
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Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International