A Bayesian perspective on magnitude estimation
Our representation of the physical world requires judgments of magnitudes, such as
loudness, distance, or time. Interestingly, magnitude estimates are often not veridical but …
loudness, distance, or time. Interestingly, magnitude estimates are often not veridical but …
Bayesian optimization of time perception
Precise timing is crucial to decision-making and behavioral control, yet subjective time can
be easily distorted by various temporal contexts. Application of a Bayesian framework to …
be easily distorted by various temporal contexts. Application of a Bayesian framework to …
Generalization of prior information for rapid Bayesian time estimation
NW Roach, PV McGraw… - Proceedings of the …, 2017 - National Acad Sciences
To enable effective interaction with the environment, the brain combines noisy sensory
information with expectations based on prior experience. There is ample evidence showing …
information with expectations based on prior experience. There is ample evidence showing …
Statistically optimal cue integration during human spatial navigation
In 2007, Cheng and colleagues published their influential review wherein they analyzed the
literature on spatial cue interaction during navigation through a Bayesian lens, and …
literature on spatial cue interaction during navigation through a Bayesian lens, and …
Bayesian decision theory and navigation
Spatial navigation is a complex cognitive activity that depends on perception, action,
memory, reasoning, and problem-solving. Effective navigation depends on the ability to …
memory, reasoning, and problem-solving. Effective navigation depends on the ability to …
Eliciting contextual temporal calibration: The effect of bottom-up and top-down information in reproduction tasks
Bayesian integration assumes that a current observation is integrated with previous
observations. An example in the temporal domain is the central tendency effect: when a …
observations. An example in the temporal domain is the central tendency effect: when a …
The dynamic effect of context on interval timing in children and adults
Human reproductions of time intervals are often biased toward previously perceived
durations, resulting in a central tendency effect. The aim of the current study was to compare …
durations, resulting in a central tendency effect. The aim of the current study was to compare …
Inference of perceptual priors from path dynamics of passive self-motion
The monitoring of one's own spatial orientation depends on the ability to estimate
successive self-motion cues accurately. This process has become to be known as path …
successive self-motion cues accurately. This process has become to be known as path …
Relative cue precision and prior knowledge contribute to the preference of proximal and distal landmarks in human orientation
A prevailing argument posits that distal landmarks dominate over proximal landmarks as
orientation cues. However, no studies have tested this argument or examined the underlying …
orientation cues. However, no studies have tested this argument or examined the underlying …
Central tendency and serial dependence in vestibular path integration
SCMJ Willemsen… - Journal of …, 2024 - journals.physiology.org
Path integration, the process of updating one's position using successive self-motion
signals, has previously been studied with visual distance reproduction tasks in which optic …
signals, has previously been studied with visual distance reproduction tasks in which optic …