Representational geometry: integrating cognition, computation, and the brain
The cognitive concept of representation plays a key role in theories of brain information
processing. However, linking neuronal activity to representational content and cognitive …
processing. However, linking neuronal activity to representational content and cognitive …
Illiterate to literate: behavioural and cerebral changes induced by reading acquisition
The acquisition of literacy transforms the human brain. By reviewing studies of illiterate
subjects, we propose specific hypotheses on how the functions of core brain systems are …
subjects, we propose specific hypotheses on how the functions of core brain systems are …
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 …
A revised neural framework for face processing
Face perception relies on computations carried out in face-selective cortical areas. These
areas have been intensively investigated for two decades, and this work has been guided by …
areas have been intensively investigated for two decades, and this work has been guided by …
Face recognition by humans and machines: three fundamental advances from deep learning
Deep learning models currently achieve human levels of performance on real-world face
recognition tasks. We review scientific progress in understanding human face processing …
recognition tasks. We review scientific progress in understanding human face processing …
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 …
Deep neural networks in computational neuroscience
The goal of computational neuroscience is to find mechanistic explanations of how the
nervous system processes information to support cognitive function and behaviour. At the …
nervous system processes information to support cognitive function and behaviour. At the …
Face space representations in deep convolutional neural networks
Inspired by the primate visual system, deep convolutional neural networks (DCNNs) have
made impressive progress on the complex problem of recognizing faces across variations of …
made impressive progress on the complex problem of recognizing faces across variations of …
Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
The discovery that deep convolutional neural networks (DCNNs) achieve human
performance in realistic tasks offers fresh opportunities for linking neuronal tuning properties …
performance in realistic tasks offers fresh opportunities for linking neuronal tuning properties …
Beyond the FFA: the role of the ventral anterior temporal lobes in face processing
JA Collins, IR Olson - Neuropsychologia, 2014 - Elsevier
Extensive research has supported the existence of a specialized face-processing network
that is distinct from the visual processing areas used for general object recognition. The …
that is distinct from the visual processing areas used for general object recognition. The …