Article
Discovering dynamical models of human behavior
2022-03-21
Abstract excerpt
Response time (RT) data collected from cognitive tasks are a cornerstone of psychology and neuroscience research, yet existing models of these data either make strong assumptions about the data generating process or are limited to modeling single trials. We introduce task-DyVA, a deep learning framework in which expressive dynamical systems are trained to reproduce sequences of RTs observed in data from individual...
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Identifiers and source
- Literature Corpus work
- d5938b7e-b256-521b-914f-fa1c55c660ca
- DOI
- 10.1101/2022.03.20.484666