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[Commentary] Generative models as parsimonious descriptions of sensorimotor loops
journal contribution
posted on 2023-06-09, 19:00 authored by Manuel Baltieri, Christopher BuckleyChristopher BuckleyThe Bayesian brain hypothesis, predictive processing and variational free energy minimisation are typically used to describe perceptual processes based on accurate generative models of the world. However, generative models need not be veridical representations of the environment. We suggest that they can (and should) be used to describe sensorimotor relationships relevant for behaviour rather than precise accounts of the world.
History
Publication status
- Published
File Version
- Accepted version
Journal
Behavioral and Brain SciencesISSN
0140-525XPublisher
Cambridge University PressExternal DOI
Volume
42Department affiliated with
- Informatics Publications
Research groups affiliated with
- Evolutionary and Adaptive Systems Research Group Publications
Notes
This paper was accepted as a commentary to another manuscript:https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/is-coding-a-relevant-metaphor-for-the-brain/D578626E4888193FFFAE5B6E2C37E052Full text available
- Yes
Peer reviewed?
- No