Contextual inference in learning and memory

JB Heald, M Lengyel, DM Wolpert - Trends in cognitive sciences, 2023 - cell.com
Context is widely regarded as a major determinant of learning and memory across
numerous domains, including classical and instrumental conditioning, episodic memory …

[HTML][HTML] Eye guidance in natural vision: Reinterpreting salience

BW Tatler, MM Hayhoe, MF Land… - Journal of vision, 2011 - tvst.arvojournals.org
Abstract Models of gaze allocation in complex scenes are derived mainly from studies of
static picture viewing. The dominant framework to emerge has been image salience, where …

Attention, uncertainty, and free-energy

H Feldman, KJ Friston - Frontiers in human neuroscience, 2010 - frontiersin.org
We suggested recently that attention can be understood as inferring the level of uncertainty
or precision during hierarchical perception. In this paper, we try to substantiate this claim …

The Bayesian brain: the role of uncertainty in neural coding and computation

DC Knill, A Pouget - TRENDS in Neurosciences, 2004 - cell.com
To use sensory information efficiently to make judgments and guide action in the world, the
brain must represent and use information about uncertainty in its computations for …

Temporal context calibrates interval timing

M Jazayeri, MN Shadlen - Nature neuroscience, 2010 - nature.com
We use our sense of time to identify temporal relationships between events and to anticipate
actions. The degree to which we can exploit temporal contingencies depends on the …

Merging the senses into a robust percept

MO Ernst, HH Bülthoff - Trends in cognitive sciences, 2004 - cell.com
To perceive the external environment our brain uses multiple sources of sensory information
derived from several different modalities, including vision, touch and audition. All these …

Eye movements in natural behavior

M Hayhoe, D Ballard - Trends in cognitive sciences, 2005 - cell.com
The classic experiments of Yarbus over 50 years ago revealed that saccadic eye
movements reflect cognitive processes. But it is only recently that three separate advances …

Bayesian decision theory in sensorimotor control

KP Körding, DM Wolpert - Trends in cognitive sciences, 2006 - cell.com
Action selection is a fundamental decision process for us, and depends on the state of both
our body and the environment. Because signals in our sensory and motor systems are …

Color-in-context theory

AJ Elliot, MA Maier - Advances in experimental social psychology, 2012 - Elsevier
Color is a ubiquitous perceptual stimulus, yet relatively little empirical and even less
theoretical work exists on color and psychological functioning. The research that has been …

One and done? Optimal decisions from very few samples

E Vul, N Goodman, TL Griffiths… - Cognitive …, 2014 - Wiley Online Library
In many learning or inference tasks human behavior approximates that of a Bayesian ideal
observer, suggesting that, at some level, cognition can be described as Bayesian inference …