Article

Unravelling Representations in Scene-selective Brain Regions Using Scene Parsing Deep Neural Networks

2020-03-10

Abstract excerpt

Visual scene perception is mediated by a set of cortical regions that respond preferentially to images of scenes, including the occipital place area (OPA) and parahippocampal place area (PPA). However, the differential contribution of OPA and PPA to scene perception remains an open research question. In this study, we take a deep neural network (DNN)-based computational approach to investigate the differences in O...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 250ce60b-a4ef-57c3-a0bc-de8fa50b1ef9
DOI: 10.1101/2020.03.10.985309

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Unravelling Representations in Scene-selective Brain Regions Using Scene Parsing Deep Neural NetworksDOI 10.1101/2020.03.10.985309Read

Turning an object into a scene: buildings activate scene-selective visual cortex independently of visual featuresSemantic proximity Read

Emergence of Visual Center-Periphery Spatial Organization in Deep Convolutional Neural NetworksSemantic proximity Read

Low-level tuning biases in higher visual cortex reflect the semantic informativeness of visual featuresSemantic proximity Read

The representational hierarchy in human and artificial visual systems in the presence of object-scene regularitiesSemantic proximity Read

Spatial contextual information modulates affordance processing and early electrophysiological markers of scene perceptionSemantic proximity Read

Distinct regimes of spatial prediction across the visual field during natural visionSemantic proximity Read

Deep neural networks and visuo-semantic models explain complementary components of human ventral-stream representational dynamicsSemantic proximity Read

Position information encoded by population activity in hierarchical visual areasSemantic proximity Read

Recent advances in understanding object recognition in the human brain: deep neural networks, temporal dynamics, and contextSemantic proximity Read

Disentangling the Independent Contributions of Visual and Conceptual Features to the Spatiotemporal Dynamics of Scene CategorizationSemantic proximity Read

A computational architecture incorporating shallow brain networks: integrating parallel cortical and subcortical processingSemantic proximity Read

Divergent specializations for motion-driven representations in higher lateral and dorsal visual areasSemantic proximity Read