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 …
how this categorization is achieved is still largely unknown. In this Review, we consider the …
The functional neuroanatomy of human face perception
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 …
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
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 …
visual stream have long existed in tension. Here, we present a reconciling framework …
Deep supervised, but not unsupervised, models may explain IT cortical representation
Inferior temporal (IT) cortex in human and nonhuman primates serves visual object
recognition. Computational object-vision models, although continually improving, do not yet …
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
The primate visual system achieves remarkable visual object recognition performance even
in brief presentations, and under changes to object exemplar, geometric transformations …
in brief presentations, and under changes to object exemplar, geometric transformations …
Neural encoding and decoding with deep learning for dynamic natural vision
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 …
able to explain cortical responses to static pictures at ventral-stream areas. Here, we further …
Object-specific semantic coding in human perirhinal cortex
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 …
for a variety of object categories. Although object representations within the ventral visual …
A brain area for visual numerals
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 …
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
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 …
representations. If brain imaging could reveal an individual's unique mental representation …
Thinking outside the box: rectilinear shapes selectively activate scene-selective cortex
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 …
parahippocampal place area [PPA]) was initially interpreted as responding selectively to …