Visualising mental representations: A primer on noise-based reverse correlation in social psychology

L Brinkman, A Todorov, R Dotsch - European Review of Social …, 2017 - Taylor & Francis
With the introduction of the psychophysical method of reverse correlation, a holy grail of
social psychology appears to be within reach–visualising mental representations. Reverse …

[HTML][HTML] Dynamic construction of reduced representations in the brain for perceptual decision behavior

J Zhan, RAA Ince, N Van Rijsbergen, PG Schyns - Current Biology, 2019 - cell.com
Over the past decade, extensive studies of the brain regions that support face, object, and
scene recognition suggest that these regions have a hierarchically organized architecture …

Deeper interpretability of deep networks

T Xu, J Zhan, OGB Garrod, PHS Torr, SC Zhu… - arXiv preprint arXiv …, 2018 - arxiv.org
Deep Convolutional Neural Networks (CNNs) have been one of the most influential recent
developments in computer vision, particularly for categorization. There is an increasing …

Multimodal evidence on shape and surface information in individual face processing

D Nemrodov, M Behrmann, M Niemeier, N Drobotenko… - Neuroimage, 2019 - Elsevier
The significance of shape and surface information for face perception is well established, yet
their relative contribution to recognition and their neural underpinnings await clarification …

Using psychophysical methods to understand mechanisms of face identification in a deep neural network

T Xu, O Garrod, SH Scholte, R Ince… - Proceedings of the …, 2018 - openaccess.thecvf.com
Abstract Deep Convolutional Neural Networks (CNNs) have been one of the most influential
recent developments in computer vision, particularly for categorization. The promise of …

The Impact of an Experiment Design Software Scaffold on Students' Conceptual Understanding and Inquiry Skills

Z Zacharia, N Xenofontos… - 2018 9th International …, 2018 - ieeexplore.ieee.org
The aim of this study was to examine the impact of the use of a software scaffold, developed
to guide students during experimental design procedure, on students' conceptual …