Recurrence is required to capture the representational dynamics of the human visual system

TC Kietzmann, CJ Spoerer… - Proceedings of the …, 2019 - National Acad Sciences
… We shed light onto the underlying computations by … images are both independent and
visually dissimilar (showing only a single object on a gray background) from the natural images

[HTML][HTML] Stimulus-dependent representational drift in primary visual cortex

TD Marks, MJ Goard - Nature communications, 2021 - nature.com
… across sessions, observing independent emergence and … light from the visual stimulus
monitor from reaching the photomultiplier tubes. For imaging, we acquired 760 × 760 pixel images

[HTML][HTML] Chromatic and luminance sensitivity for skin and skinlike textures

T Chauhan, K Xiao, S Wuerger - Journal of vision, 2019 - iovs.arvojournals.org
… human visual system adapts to color distributions in natural scenes… In this article, we investigate
how the human visual system … CIELAB is a device-independent uniform color space, with …

[HTML][HTML] Natural images are reliably represented by sparse and variable populations of neurons in visual cortex

T Yoshida, K Ohki - Nature communications, 2020 - nature.com
… The brightness of each color dot in the lower panels indicates response amplitude of each
… by responsive cells could represent images as a basis function independent of actual neural …

[HTML][HTML] Form vision from melanopsin in humans

AE Allen, FP Martial, RJ Lucas - Nature communications, 2019 - nature.com
… in both the dLGN and primary visual cortex 9,12,13,14 . … ) allowing independent control over
spatiotemporal contrast for … encountered in hyperspectral images of natural scenes (9.1% of …

[HTML][HTML] Psychological responses to natural patterns in architecture

A Coburn, O Kardan, H Kotabe, J Steinberg… - Journal of …, 2019 - Elsevier
… (the intensity of colors in a scene), Brightness (the average luminance of an image), … In
order to reduce redundancy in our independent variables, we created a new combined variable …

High-dimensional geometry of population responses in visual cortex

C Stringer, M Pachitariu, N Steinmetz, M Carandini… - Nature, 2019 - nature.com
… mouse visual cortex, in response to thousands of natural images… local mean brightness and
dividing by the local mean contrast (… However, because stimulus-independent variability is by …

[图书][B] Visual processing: computational psychophysical and cognitive research

R Watt - 2022 - taylorfrancis.com
… rather little is known of our visual system and its actions. The … of light on an unknown
arrangement of surfaces in the scene. … of random and largely independent particles, the photons, …

[HTML][HTML] Partial recovery of visual function in a blind patient after optogenetic therapy

JA Sahel, E Boulanger-Scemama, C Pagot, A Arleo… - Nature medicine, 2021 - nature.com
… Optogenetics may enable mutation-independent, circuit-… -related activity above the visual
cortex. The patient could not … the light intensity in a local region of the natural scene, with a …

[HTML][HTML] Deep convolutional models improve predictions of macaque V1 responses to natural images

SA Cadena, GH Denfield, EY Walker… - PLoS computational …, 2019 - journals.plos.org
… Here, we model spiking activity in primary visual cortex (V1) … equal performance, independent
of which images were used … rich visual, olfactory and auditory interactions, on a 12h light/…