A: Classes of images shown in the experiment. We used grayscale natural images (labeled ‘original’) from the ImageNet dataset [44] along with textures synthesized from these images using the texture synthesis algorithm described by [45]. Each row shows four synthesized versions of three example original images using different convolutional layers (see Materials and Methods for details). Lower convolutional layers capture more local statistics compared to higher ones. B: Stimulus sequence. In each trial, we showed a randomized sequence of images (each displayed for 60 ms covering 2 degrees of visual angle) centered on the receptive fields of the recorded neurons while the monkey sustained fixation on a target. The images were masked with a c...
<p># Stimuli for "A parametric texture model based on deep convolutional features closely matches te...
(A-C) Visual search tasks with object arrays (A), natural images (B), and “Waldo” images (C) (see [8...
Previous theoretical and experimental studies have demonstrated tight relationships between natural ...
A) Stimulus space described by two parameters derived from the distribution of local contrast, contr...
We learn to implicitly extract the statistical regularities in the environment around us, e.g. seque...
We have previously reported experience-dependent changes in V4 neural activity to natural images usi...
We have previously reported experience-dependent changes in V4 neural activity to natural images usi...
(A) Rosch et al.’s stimulus images depicting the global shape of exemplars from four visually-simila...
Much of what our visual systems infers about a scene is based on cues derived from the visual textur...
Early theories of efficient coding suggested the visual system could compress the world by learning ...
<p>The left texture contains model samples, and the right texture contains only true natural image s...
The primate visual system analyzes statistical information in natural images and uses it for the imm...
Centre–surround interaction in the primary visual cortex (area V1) has been studied extensively usin...
Humans are sensitive to statistical regularities in their visual environment, but the nature of the ...
Humans are sensitive to statistical regularities in their visual environment, but the nature of the ...
<p># Stimuli for "A parametric texture model based on deep convolutional features closely matches te...
(A-C) Visual search tasks with object arrays (A), natural images (B), and “Waldo” images (C) (see [8...
Previous theoretical and experimental studies have demonstrated tight relationships between natural ...
A) Stimulus space described by two parameters derived from the distribution of local contrast, contr...
We learn to implicitly extract the statistical regularities in the environment around us, e.g. seque...
We have previously reported experience-dependent changes in V4 neural activity to natural images usi...
We have previously reported experience-dependent changes in V4 neural activity to natural images usi...
(A) Rosch et al.’s stimulus images depicting the global shape of exemplars from four visually-simila...
Much of what our visual systems infers about a scene is based on cues derived from the visual textur...
Early theories of efficient coding suggested the visual system could compress the world by learning ...
<p>The left texture contains model samples, and the right texture contains only true natural image s...
The primate visual system analyzes statistical information in natural images and uses it for the imm...
Centre–surround interaction in the primary visual cortex (area V1) has been studied extensively usin...
Humans are sensitive to statistical regularities in their visual environment, but the nature of the ...
Humans are sensitive to statistical regularities in their visual environment, but the nature of the ...
<p># Stimuli for "A parametric texture model based on deep convolutional features closely matches te...
(A-C) Visual search tasks with object arrays (A), natural images (B), and “Waldo” images (C) (see [8...
Previous theoretical and experimental studies have demonstrated tight relationships between natural ...