Mutual information and categorical perception

J Feldman - Psychological Science, 2021 - journals.sagepub.com
Categorical perception refers to the enhancement of perceptual sensitivity near category
boundaries, generally along dimensions that are informative about category membership …

Category learning can alter perception and its neural correlates

F Pérez-Gay Juárez, T Sicotte, C Thériault, S Harnad - PloS one, 2019 - journals.plos.org
Learned Categorical Perception (CP) occurs when the members of different categories
come to look more dissimilar (“between-category separation”) and/or members of the same …

Learning warps object representations in the ventral temporal cortex

A Clarke, PJ Pell, C Ranganath… - Journal of cognitive …, 2016 - direct.mit.edu
The human ventral temporal cortex (VTC) plays a critical role in object recognition. Although
it is well established that visual experience shapes VTC object representations, the impact of …

How and why does category learning cause categorical perception?

F Pérez-Gay Juárez, C Thériault… - International journal …, 2017 - escholarship.org
Learning to categorize requires distinguishing category members from non-members by
detecting the features that covary with membership. Human subjects were trained to sort …

[HTML][HTML] Shape discrimination along morph-spaces

N Destler, M Singh, J Feldman - Vision research, 2019 - Elsevier
We investigated the dimensions defining mental shape space, by measuring shape
discrimination thresholds along “morph-spaces” defined by pairs of shapes. Given any two …

Probabilistic origins of compositional mental representations.

J Feldman - Psychological Review, 2024 - psycnet.apa.org
The representation of complex phenomena via combinations of simple discrete features is a
hallmark of human cognition. But it is not clear exactly how (or whether) discrete features …

Benefits of fading in perceptual learning are driven by more than dimensional attention

MG Wisniewski, ML Radell, BA Church, E Mercado III - PLoS One, 2017 - journals.plos.org
Individuals learn to classify percepts effectively when the task is initially easy and then
gradually increases in difficulty. Some suggest that this is because easy-to-discriminate …

Category bias in similarity ratings: The influence of perceptual and strategic biases in similarity judgments of faces

SR Ashby, B Chaloupka, D Zeithamova - Frontiers in Cognition, 2023 - frontiersin.org
Introduction After category learning, same-category items tend to be rated as more similar
than items from different categories. Whether this category bias in similarity ratings reflects …

Feature saliency and feedback information interactively impact visual category learning

R Hammer, V Sloutsky, K Grill-Spector - Frontiers in psychology, 2015 - frontiersin.org
Visual category learning (VCL) involves detecting which features are most relevant for
categorization. VCL relies on attentional learning, which enables effectively redirecting …

Leveraging Psychophysics to Infer the Mechanisms of Encoding Change in Vision

JS Hays, FA Soto - Computational Brain & Behavior, 2024 - Springer
The use of population encoding models has come to dominate the study of human vision,
serving as a primary tool for making inferences about neuroscience studies neural code …