Article contents
Perceptual suboptimality: Bug or feature?
Published online by Cambridge University Press: 10 January 2019
Abstract
Rahnev & Denison (R&D) argue that whether people are “optimal” or “suboptimal” is not a well-posed question. We agree. However, we argue that the critical question is why humans make suboptimal perceptual decisions in the first place. We suggest that perceptual distortions have a normative explanation – that they promote efficient coding and computation in biological information processing systems.
- Type
- Open Peer Commentary
- Information
- Copyright
- Copyright © Cambridge University Press 2018
References
- 2
- Cited by
Target article
Suboptimality in perceptual decision making
Related commentaries (27)
Although optimal models are useful, optimality claims are not that common
Bayesian statistics to test Bayes optimality
Characterising variations in perceptual decision making
Credo for optimality
Descending Marr's levels: Standard observers are no panacea
Discarding optimality: Throwing out the baby with the bathwater?
Excess of individual variability of priors prevents successful development of general models
How did that individual make that perceptual decision?
Identifying suboptimalities with factorial model comparison
Inclusion of neural effort in cost function can explain perceptual decision suboptimality
Leveraging decision consistency to decompose suboptimality in terms of its ultimate predictability
LPCD framework: Analytical tool or psychological model?
Model comparison, not model falsification
Non-optimal perceptual decision in human navigation
Observer models of perceptual development
Optimality is both elusive and necessary
Optimality is critical when it comes to testing computation-level hypotheses
Perceptual suboptimality: Bug or feature?
Satisficing as an alternative to optimality and suboptimality in perceptual decision making
Serial effects are optimal
Suboptimalities for sure: Arguments from evolutionary theory
Suboptimality in perceptual decision making and beyond
Supra-optimality may emanate from suboptimality, and hence optimality is no benchmark in multisensory integration
The role of (bounded) optimization in theory testing and prediction
The standard Bayesian model is normatively invalid for biological brains
The world is complex, not just noisy
When the simplest voluntary decisions appear patently suboptimal
Author response
Behavior is sensible but not globally optimal: Seeking common ground in the optimality debate