Convolutional neural networks as a model of the visual system: Past, present, and future

GW Lindsay - Journal of cognitive neuroscience, 2021 - direct.mit.edu
Convolutional neural networks (CNNs) were inspired by early findings in the study of
biological vision. They have since become successful tools in computer vision and state-of …

Mechanisms underlying gain modulation in the cortex

KA Ferguson, JA Cardin - Nature Reviews Neuroscience, 2020 - nature.com
Cortical gain regulation allows neurons to respond adaptively to changing inputs. Neural
gain is modulated by internal and external influences, including attentional and arousal …

Visuospatial coding as ubiquitous scaffolding for human cognition

IIA Groen, TM Dekker, T Knapen, EH Silson - Trends in Cognitive Sciences, 2022 - cell.com
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 …

From observed action identity to social affordances

GA Orban, M Lanzilotto, L Bonini - Trends in Cognitive Sciences, 2021 - cell.com
Others' observed actions cause continuously changing retinal images, making it challenging
to build neural representations of action identity. The monkey anterior intraparietal area …

An extended social force model via pedestrian heterogeneity affecting the self-driven force

W Wu, M Chen, J Li, B Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
As one of the most effective models for human collective motion, the social force model
(SFM) simulates the dynamics of crowd evacuation from a microscopic perspective …

Joint encoding of facial identity, orientation, gaze, and expression in the middle dorsal face area

Z Yang, WA Freiwald - … of the National Academy of Sciences, 2021 - National Acad Sciences
The last two decades have established that a network of face-selective areas in the temporal
lobe of macaque monkeys supports the visual processing of faces. Each area within the …

Stable readout of observed actions from format-dependent activity of monkey's anterior intraparietal neurons

M Lanzilotto, M Maranesi, A Livi… - Proceedings of the …, 2020 - National Acad Sciences
Humans accurately identify observed actions despite large dynamic changes in their retinal
images and a variety of visual presentation formats. A large network of brain regions in …

Nonadditive integration of visual information in ensemble processing

T Wang, Y Zhao, J Jia - Iscience, 2023 - cell.com
Statistically summarizing information from a stimulus array into an ensemble representation
(eg, the mean) improves the efficiency of visual processing. However, little is known about …

Direct comparison of contralateral bias and face/scene selectivity in human occipitotemporal cortex

EH Silson, IIA Groen, CI Baker - Brain Structure and Function, 2022 - Springer
Human visual cortex is organised broadly according to two major principles: retinotopy (the
spatial mapping of the retina in cortex) and category-selectivity (preferential responses to …

Using compositionality to understand parts in whole objects

SP Arun - European Journal of Neuroscience, 2022 - Wiley Online Library
A fundamental question for any visual system is whether its image representation can be
understood in terms of its components. Decomposing any image into components is …