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CREATED:20251125T161729Z
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UID:2039-1765364400-1765368000@arni-institute.org
SUMMARY:Speaker: Alan Stocker ARNI WG Multi-resource-cost optimization of neural network models
DESCRIPTION:Alan Stocker\nProfessor of Psychology at UPenn \nTitle: Economics of temporal evidence integration \nAbstract: The temporal integration of sensory information is an important aspect of many human decision tasks. I will present results of ongoing research in my laboratory aimed at understanding the dynamic processes underlying evidence integration. In particular\, I will discuss a novel resource-rational model that treats both the representation as well as the integration and maintenance of sensory evidence as actively controlled\, performance-effort trade-off mechanisms. Validated against data from various behavioral experiments\, the model not only provides a normative explanation for observed non-linear dynamics in evidence integration but also a parsimonious explanation for individual tendencies for recency or primacy behavior. As the work is ongoing and unpublished\, I am looking forward to an engaged discussion with the audience. \nZoom Link: Upon request @ arni@columbia.edu
URL:https://arni-institute.org/event/speaker-alan-stocker-arni-wg-multi-resource-cost-optimization-of-neural-network-models/
LOCATION:Zuckerman Institute – L3-079\, 3227 Broadway\, New York\, NY\, 10027\, United States
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