The neurobiology of category learning

FG Ashby, BJ Spiering - Behavioral and cognitive …, 2004 - journals.sagepub.com
Many recent studies have examined the neural basis of category learning. Behavioral
neuroscience results suggest that both the prefrontal cortex and the basal ganglia play …

Receptive fields for flexible face categorizations

ML Smith, F Gosselin, PG Schyns - Psychological Science, 2004 - journals.sagepub.com
Examining the receptive fields of brain signals can elucidate how information impinging on
the former modulates the latter. We applied this time-honored approach in early vision to the …

Exemplar selectivity reflects perceptual similarities in the human fusiform cortex

I Davidesco, E Zion-Golumbic, S Bickel, M Harel… - Cerebral …, 2014 - academic.oup.com
While brain imaging studies emphasized the category selectivity of face-related areas, the
underlying mechanisms of our remarkable ability to discriminate between different faces are …

The effect of category learning on the representation of shape: dimensions can be biased but not differentiated.

HO de Beeck, J Wagemans… - Journal of Experimental …, 2003 - psycnet.apa.org
Recent studies have suggested a profound influence of category learning on visual
perception, resulting in independent processing of previously integral dimensions. The …

A compositional neural code in high-level visual cortex can explain jumbled word reading

A Agrawal, KVS Hari, SP Arun - Elife, 2020 - elifesciences.org
We read jubmled wrods effortlessly, but the neural correlates of this remarkable ability
remain poorly understood. We hypothesized that viewing a jumbled word activates a visual …

Category trumps shape as an organizational principle of object space in the human occipitotemporal cortex

HO de Beeck - Journal of Neuroscience, 2023 - Soc Neuroscience
The organizational principles of the object space represented in the human ventral visual
cortex are debated. Here we contrast two prominent proposals that, in addition to an …

Learning a dictionary of shape-components in visual cortex: Comparison with neurons, humans and machines

T Serre - 2006 - dspace.mit.edu
In this thesis, I describe a quantitative model that accounts for the circuits and computations
of the feedforward path of the ventral stream of visual cortex. This model is consistent with a …

Beyond perceptual expertise: revisiting the neural substrates of expert object recognition

A Harel, D Kravitz, CI Baker - Frontiers in human neuroscience, 2013 - frontiersin.org
Real-world expertise provides a valuable opportunity to understand how experience shapes
human behavior and neural function. In the visual domain, the study of expert object …

Content-based dissociation of hippocampal involvement in prediction

P Kok, LI Rait, NB Turk-Browne - Journal of Cognitive Neuroscience, 2020 - direct.mit.edu
Recent work suggests that a key function of the hippocampus is to predict the future. This is
thought to depend on its ability to bind inputs over time and space and to retrieve upcoming …

Superordinate shape classification using natural shape statistics

J Wilder, J Feldman, M Singh - Cognition, 2011 - Elsevier
This paper investigates the classification of shapes into broad natural categories such as
animal or leaf. We asked whether such coarse classifications can be achieved by a simple …