Featured
-
-
Article
| Open AccessStimulus encoding by specific inactivation of cortical neurons
How neural ensembles encode information remains poorly understood. Here, the authors identify “offsembles”—neurons that are specifically inactivated by sensory stimuli—which, when combined with “onsemble” neurons that are turned on by the stimulus, provide enhanced encoding power to the cortex.
- Jesús Pérez-Ortega
- , Alejandro Akrouh
- & Rafael Yuste
-
Article
| Open AccessBrain-optimized deep neural network models of human visual areas learn non-hierarchical representations
Whether or not deep neural networks require hierarchical representations to predict brain activity is not known. Here, the authors show that a multi-branch deep neural network can predict neural activity independently in visual areas in the absence of hierarchical representations.
- Ghislain St-Yves
- , Emily J. Allen
- & Thomas Naselaris
-
Article
| Open AccessEfficient neural codes naturally emerge through gradient descent learning
In animals, sensory systems appear optimized for the statistics of the external world. Here the authors take an artificial psychophysics approach, analysing sensory responses in artificial neural networks, and show why these demonstrate the same phenomenon as natural sensory systems.
- Ari S. Benjamin
- , Ling-Qi Zhang
- & Konrad P. Kording
-
Article
| Open AccessA neural correlate of perceptual segmentation in macaque middle temporal cortical area
Perceptual segmentation, grouping distinct parts of the input for further processing, is a hard problem for sensory systems. Here, the authors report a link between spiking activity in primate visual cortical area MT and subjective segmentation.
- Andrew M. Clark
- & David C. Bradley
-
Article
| Open AccessDiversity of spatiotemporal coding reveals specialized visual processing streams in the mouse cortex
The cerebral cortex contains different neural representations of the visual scene. Here, the authors show diverse and stereotyped tuning composing specialized representations in the dorsal and ventral areas of the mouse visual cortex, suggesting parallel processing channels and streams.
- Xu Han
- , Ben Vermaercke
- & Vincent Bonin
-
Article
| Open AccessOpposing effects of selectivity and invariance in peripheral vision
Visual processing necessitates both extracting and discarding information. Here, the authors use a specialized set of stimuli and two complementary discrimination tasks to demonstrate the opposing perceptual implications of these two aspects of information processing.
- Corey M. Ziemba
- & Eero P. Simoncelli
-
Article
| Open AccessSpatial contextual effects in primary visual cortex limit feature representation under crowding
Visual crowding can strongly limit perceptual discriminability, yet its neural basis remains unclear. Here, the authors show that perceptual crowding is similar in monkeys and humans, and that feature encoding in neuronal populations in primary visual cortex is limited for displays inducing crowding.
- Christopher A. Henry
- & Adam Kohn
-
Article
| Open AccessForm vision from melanopsin in humans
The perception of spatial patterns (form vision) is thought to rely on rod and cone cells in the retina. Here, the authors show that a third kind of retinal cell, melanopsin-expressing ganglion cells, can also detect form in humans, under particular conditions.
- Annette E. Allen
- , Franck P. Martial
- & Robert J. Lucas
-
Article
| Open AccessSpatial frequency sensitivity in macaque midbrain
In primates, the superior colliculus (SC) contributes to rapid visual exploration with saccades. Here the authors show that the superior colliculus preferentially represents low spatial frequencies, which are the most prevalent in natural scenes.
- Chih-Yang Chen
- , Lukas Sonnenberg
- & Ziad M. Hafed
-
Article
| Open AccessFunctional implications of orientation maps in primary visual cortex
Stimulus orientation in the primary visual cortex of primates and carnivores is mapped into a geometrical mosaic but the functional implications of these maps remain debated. Here the authors reveal an association between the structure of cortical orientation maps in cats, and the functions of local cortical circuits in processing patterns and contours.
- Erin Koch
- , Jianzhong Jin
- & Qasim Zaidi
-
Article
| Open AccessDirect detection of a single photon by humans
The detection limit of human vision has remained unclear. Using a quantum light source capable of generating single-photon states of light, authors here report that humans can perceive a single photon incidence on the eye with a probability above chance.
- Jonathan N. Tinsley
- , Maxim I. Molodtsov
- & Alipasha Vaziri
-
Article
| Open AccessDynamic polarization vision in mantis shrimps
Mantis shrimps are known to display large pitch, yaw and torsional eye rotations. Here, the authors show that these eye movements allow mantis shrimp to orientate particular photoreceptors in order to better discriminate the polarization of light.
- Ilse M. Daly
- , Martin J. How
- & Nicholas W. Roberts