Lessons from infant learning for unsupervised machine learning
The desire to reduce the dependence on curated, labeled datasets and to leverage the vast
quantities of unlabeled data has triggered renewed interest in unsupervised (or self …
quantities of unlabeled data has triggered renewed interest in unsupervised (or self …
Three cortical scene systems and their development
Since the discovery of three scene-selective regions in the human brain, a central
assumption has been that all three regions directly support navigation. We propose instead …
assumption has been that all three regions directly support navigation. We propose instead …
Selective responses to faces, scenes, and bodies in the ventral visual pathway of infants
Three of the most robust functional landmarks in the human brain are the selective
responses to faces in the fusiform face area (FFA), scenes in the parahippocampal place …
responses to faces in the fusiform face area (FFA), scenes in the parahippocampal place …
A self-supervised domain-general learning framework for human ventral stream representation
T Konkle, GA Alvarez - Nature communications, 2022 - nature.com
Anterior regions of the ventral visual stream encode substantial information about object
categories. Are top-down category-level forces critical for arriving at this representation, or …
categories. Are top-down category-level forces critical for arriving at this representation, or …
Visuospatial coding as ubiquitous scaffolding for human cognition
For more than 100 years we have known that the visual field is mapped onto the surface of
visual cortex, imposing an inherently spatial reference frame on visual information …
visual cortex, imposing an inherently spatial reference frame on visual information …
[HTML][HTML] Anatomical correlates of category-selective visual regions have distinctive signatures of connectivity in neonates
The ventral visual stream is shaped during development by innate proto-organization within
the visual system, such as the strong input from the fovea to the fusiform face area. In adults …
the visual system, such as the strong input from the fovea to the fusiform face area. In adults …
Visual object categorization in infancy
Humans make sense of the world by organizing things into categories. When and how does
this process begin? We investigated whether real-world object categories that …
this process begin? We investigated whether real-world object categories that …
The role of visual experience in individual differences of brain connectivity
S Sen, NN Khalsa, N Tong, S Ovadia-Caro… - Journal of …, 2022 - Soc Neuroscience
Visual cortex organization is highly consistent across individuals. But to what degree does
this consistency depend on life experience, in particular sensory experience? In this study …
this consistency depend on life experience, in particular sensory experience? In this study …
[HTML][HTML] Unrestricted eye movements strengthen effective connectivity from hippocampal to oculomotor regions during scene construction
Scene construction is a key component of memory recall, navigation, and future imagining,
and relies on the medial temporal lobes (MTL). A parallel body of work suggests that eye …
and relies on the medial temporal lobes (MTL). A parallel body of work suggests that eye …
One object, two networks? Assessing the relationship between the face and body-selective regions in the primate visual system
J Taubert, JB Ritchie, LG Ungerleider… - Brain Structure and …, 2022 - Springer
Faces and bodies are often treated as distinct categories that are processed separately by
face-and body-selective brain regions in the primate visual system. These regions occupy …
face-and body-selective brain regions in the primate visual system. These regions occupy …