Understanding human object vision: a picture is worth a thousand representations

S Bracci, HP Op de Beeck - Annual review of psychology, 2023 - annualreviews.org
Objects are the core meaningful elements in our visual environment. Classic theories of
object vision focus upon object recognition and are elegant and simple. Some of their …

A highly selective response to food in human visual cortex revealed by hypothesis-free voxel decomposition

M Khosla, NAR Murty, N Kanwisher - Current Biology, 2022 - cell.com
Prior work has identified cortical regions selectively responsive to specific categories of
visual stimuli. However, this hypothesis-driven work cannot reveal how prominent these …

Color-biased regions in the ventral visual pathway are food selective

IML Pennock, C Racey, EJ Allen, Y Wu, T Naselaris… - Current Biology, 2023 - cell.com
Color-biased regions have been found between face-and place-selective areas in the
ventral visual pathway. To investigate the function of the color-biased regions in a pathway …

Incorporating natural language into vision models improves prediction and understanding of higher visual cortex

AY Wang, K Kay, T Naselaris, MJ Tarr, L Wehbe - BioRxiv, 2022 - biorxiv.org
We hypothesize that high-level visual representations contain more than the representation
of individual categories: they represent complex semantic information inherent in scenes …

[HTML][HTML] Low-level tuning biases in higher visual cortex reflect the semantic informativeness of visual features

MM Henderson, MJ Tarr, L Wehbe - Journal of Vision, 2023 - iovs.arvojournals.org
Abstract Representations of visual and semantic information can overlap in human visual
cortex, with the same neural populations exhibiting sensitivity to low-level features …

High-level visual areas act like domain-general filters with strong selectivity and functional specialization

M Khosla, L Wehbe - bioRxiv, 2022 - biorxiv.org
Investigation of the visual system has mainly relied on a-priori hypotheses to restrict
experimental stimuli or models used to analyze experimental data. Hypotheses are an …

Does food recognition depend on color?

J Sun, I Gauthier - Psychonomic Bulletin & Review, 2023 - Springer
Color is considered important in food perception, but its role in food-specific visual
mechanisms is unclear. We explore this question in North American adults. We build on …

Visual cortex: Big data analysis uncovers food specificity

MM Bannert, A Bartels - Current Biology, 2022 - cell.com
In visual cortex, anatomically distinct patches respond to distinct categories, such as faces or
text. New research confirms this parcellation using unsupervised analysis of functional …

[PDF][PDF] Contrastive Decoding for Concepts in the Brain

C Efird - 2024 - era.library.ualberta.ca
This thesis presents a novel data-driven approach for identifying categoryselective regions
in the human brain that are consistent across multiple participants. By leveraging a massive …