The functional architecture of the ventral temporal cortex and its role in categorization

K Grill-Spector, KS Weiner - Nature Reviews Neuroscience, 2014 - nature.com
Visual categorization is thought to occur in the human ventral temporal cortex (VTC), but
how this categorization is achieved is still largely unknown. In this Review, we consider the …

The functional neuroanatomy of human face perception

K Grill-Spector, KS Weiner, K Kay… - Annual review of vision …, 2017 - annualreviews.org
Face perception is critical for normal social functioning and is mediated by a network of
regions in the ventral visual stream. In this review, we describe recent neuroimaging findings …

Contrastive learning explains the emergence and function of visual category-selective regions

JS Prince, GA Alvarez, T Konkle - Science Advances, 2024 - science.org
Modular and distributed coding theories of category selectivity along the human ventral
visual stream have long existed in tension. Here, we present a reconciling framework …

Deep supervised, but not unsupervised, models may explain IT cortical representation

SM Khaligh-Razavi, N Kriegeskorte - PLoS computational biology, 2014 - journals.plos.org
Inferior temporal (IT) cortex in human and nonhuman primates serves visual object
recognition. Computational object-vision models, although continually improving, do not yet …

Deep neural networks rival the representation of primate IT cortex for core visual object recognition

CF Cadieu, H Hong, DLK Yamins, N Pinto… - PLoS computational …, 2014 - journals.plos.org
The primate visual system achieves remarkable visual object recognition performance even
in brief presentations, and under changes to object exemplar, geometric transformations …

Neural encoding and decoding with deep learning for dynamic natural vision

H Wen, J Shi, Y Zhang, KH Lu, J Cao, Z Liu - Cerebral cortex, 2018 - academic.oup.com
Convolutional neural network (CNN) driven by image recognition has been shown to be
able to explain cortical responses to static pictures at ventral-stream areas. Here, we further …

Object-specific semantic coding in human perirhinal cortex

A Clarke, LK Tyler - Journal of Neuroscience, 2014 - Soc Neuroscience
Category-specificity has been demonstrated in the human posterior ventral temporal cortex
for a variety of object categories. Although object representations within the ventral visual …

A brain area for visual numerals

J Shum, D Hermes, BL Foster, M Dastjerdi… - Journal of …, 2013 - Soc Neuroscience
Is there a distinct area within the human visual system that has a preferential response to
numerals, as there is for faces, words, or scenes? We addressed this question using …

Unique semantic space in the brain of each beholder predicts perceived similarity

I Charest, RA Kievit, TW Schmitz… - Proceedings of the …, 2014 - National Acad Sciences
The unique way in which each of us perceives the world must arise from our brain
representations. If brain imaging could reveal an individual's unique mental representation …

Thinking outside the box: rectilinear shapes selectively activate scene-selective cortex

S Nasr, CE Echavarria, RBH Tootell - Journal of Neuroscience, 2014 - Soc Neuroscience
Fifteen years ago, an intriguing area was found in human visual cortex. This area (the
parahippocampal place area [PPA]) was initially interpreted as responding selectively to …