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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 …
Computational neuroimaging and population receptive fields
Functional magnetic resonance imaging (fMRI) noninvasively measures human brain
activity at millimeter resolution. Scientists use different approaches to take advantage of the …
activity at millimeter resolution. Scientists use different approaches to take advantage of the …
A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence
Extensive sampling of neural activity during rich cognitive phenomena is critical for robust
understanding of brain function. Here we present the Natural Scenes Dataset (NSD), in …
understanding of brain function. Here we present the Natural Scenes Dataset (NSD), in …
Variational autoencoder: An unsupervised model for encoding and decoding fMRI activity in visual cortex
Goal-driven and feedforward-only convolutional neural networks (CNN) have been shown to
be able to predict and decode cortical responses to natural images or videos. Here, we …
be able to predict and decode cortical responses to natural images or videos. Here, we …
Brain-optimized deep neural network models of human visual areas learn non-hierarchical representations
Deep neural networks (DNNs) optimized for visual tasks learn representations that align
layer depth with the hierarchy of visual areas in the primate brain. One interpretation of this …
layer depth with the hierarchy of visual areas in the primate brain. One interpretation of this …
Working memory representations in visual cortex mediate distraction effects
Although the contents of working memory can be decoded from visual cortex activity, these
representations may play a limited role if they are not robust to distraction. We used model …
representations may play a limited role if they are not robust to distraction. We used model …
Bayesian analysis of retinotopic maps
Human visual cortex is organized into multiple retinotopic maps. Characterizing the
arrangement of these maps on the cortical surface is essential to many visual neuroscience …
arrangement of these maps on the cortical surface is essential to many visual neuroscience …
Joint representation of working memory and uncertainty in human cortex
Neural representations of visual working memory (VWM) are noisy, and thus, decisions
based on VWM are inevitably subject to uncertainty. However, the mechanisms by which the …
based on VWM are inevitably subject to uncertainty. However, the mechanisms by which the …
Time-compressed preplay of anticipated events in human primary visual cortex
Perception is guided by the anticipation of future events. It has been hypothesized that this
process may be implemented by pattern completion in early visual cortex, in which a …
process may be implemented by pattern completion in early visual cortex, in which a …
Anatomy of the visual word form area: adjacent cortical circuits and long-range white matter connections
Circuitry in ventral occipital-temporal cortex is essential for seeing words. We analyze the
circuitry within a specific ventral–occipital region, the visual word form area (VWFA). The …
circuitry within a specific ventral–occipital region, the visual word form area (VWFA). The …