Neuronal nonlinearity explains greater visual spatial resolution for darks than lights

Significance Light and dark stimuli are separately processed by ON and OFF channels in retina and thalamus. Although most textbooks assume that ON and OFF visual responses are relatively balanced throughout the visual system, recent studies have identified a pronounced overrepresentation of OFF responses in the cerebral cortex. This recent discovery resonates with Galileo and Helmholtz’s pioneering observations that visual spatial resolution is higher for darks than lights. In this paper, we demonstrate that these two seemingly separate findings are related and caused by a pronounced difference between ON and OFF luminance response functions, which most likely originates in photoreceptors. Therefore, asymmetric ON and OFF neural responses provide the neurophysiological explanation for an almost four-century-old puzzle dating back to Galileo. Astronomers and physicists noticed centuries ago that visual spatial resolution is higher for dark than light stimuli, but the neuronal mechanisms for this perceptual asymmetry remain unknown. Here we demonstrate that the asymmetry is caused by a neuronal nonlinearity in the early visual pathway. We show that neurons driven by darks (OFF neurons) increase their responses roughly linearly with luminance decrements, independent of the background luminance. However, neurons driven by lights (ON neurons) saturate their responses with small increases in luminance and need bright backgrounds to approach the linearity of OFF neurons. We show that, as a consequence of this difference in linearity, receptive fields are larger in ON than OFF thalamic neurons, and cortical neurons are more strongly driven by darks than lights at low spatial frequencies. This ON/OFF asymmetry in linearity could be demonstrated in the visual cortex of cats, monkeys, and humans and in the cat visual thalamus. Furthermore, in the cat visual thalamus, we show that the neuronal nonlinearity is present at the ON receptive field center of ON-center neurons and ON receptive field surround of OFF-center neurons, suggesting an origin at the level of the photoreceptor. These results demonstrate a fundamental difference in visual processing between ON and OFF channels and reveal a competitive advantage for OFF neurons over ON neurons at low spatial frequencies, which could be important during cortical development when retinal images are blurred by immature optics in infant eyes.

[1]  Qasim Zaidi,et al.  Darks Are Processed Faster Than Lights , 2011, The Journal of Neuroscience.

[2]  A. Hodgkin,et al.  The electrical response of turtle cones to flashes and steps of light , 1974, The Journal of physiology.

[3]  Guillermo Sapiro,et al.  A subspace reverse-correlation technique for the study of visual neurons , 1997, Vision Research.

[4]  Charles Chubb,et al.  Variance of high contrast textures is sensed using negative half-wave rectification , 2000, Vision Research.

[5]  Chethan Pandarinath,et al.  Symmetry Breakdown in the ON and OFF Pathways of the Retina at Night: Functional Implications , 2010, The Journal of Neuroscience.

[6]  D H Brainard,et al.  The Psychophysics Toolbox. , 1997, Spatial vision.

[7]  D. Ringach,et al.  Dynamics of Spatial Frequency Tuning in Macaque V1 , 2002, The Journal of Neuroscience.

[8]  D. Dacey The mosaic of midget ganglion cells in the human retina , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[9]  D. Baylor,et al.  Visual transduction in cones of the monkey Macaca fascicularis. , 1990, The Journal of physiology.

[10]  H. V. Hateren,et al.  A cellular and molecular model of response kinetics and adaptation in primate cones and horizontal cells. , 2005 .

[11]  D. Copenhagen,et al.  Visual Stimulation Is Required for Refinement of ON and OFF Pathways in Postnatal Retina , 2003, Neuron.

[12]  Roger C. Hardie,et al.  Light Adaptation in Drosophila Photoreceptors: II. Rising Temperature Increases the Bandwidth of Reliable Signaling , 2001 .

[13]  D. Baylor,et al.  Mosaic arrangement of ganglion cell receptive fields in rabbit retina. , 1997, Journal of neurophysiology.

[14]  D. Dacey,et al.  Dendritic field size and morphology of midget and parasol ganglion cells of the human retina. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[15]  Chun-I Yeh,et al.  On and off domains of geniculate afferents in cat primary visual cortex , 2008, Nature Neuroscience.

[16]  J. Alonso,et al.  Faster Thalamocortical Processing for Dark than Light Visual Targets , 2011, The Journal of Neuroscience.

[17]  Albert Yonas,et al.  Infants and adults use line junction information to perceive 3D shape. , 2012, Journal of vision.

[18]  M. Stryker,et al.  The role of visual experience in the development of columns in cat visual cortex. , 1998, Science.

[19]  Charles P. Ratliff,et al.  Retina is structured to process an excess of darkness in natural scenes , 2010, Proceedings of the National Academy of Sciences.

[20]  Gerald Westheimer,et al.  Illusions in the spatial sense of the eye: Geometrical–optical illusions and the neural representation of space , 2008, Vision Research.

[21]  V Zemon,et al.  Asymmetries in ON and OFF visual pathways of humans revealed using contrast-evoked cortical potentials , 1988, Visual Neuroscience.

[22]  R. Normann,et al.  The effects of background illumination on the photoresponses of red and green cones. , 1979, The Journal of physiology.

[23]  M Järvilehto,et al.  Contrast gain, signal-to-noise ratio, and linearity in light-adapted blowfly photoreceptors , 1994, The Journal of general physiology.

[24]  Harvey A Swadlow,et al.  Task difficulty modulates the activity of specific neuronal populations in primary visual cortex , 2008, Nature Neuroscience.

[25]  H. Tichy,et al.  Functional asymmetries in cockroach ON and OFF olfactory receptor neurons. , 2011, Journal of neurophysiology.

[26]  Harvey A Swadlow,et al.  Response Properties of Local Field Potentials and Neighboring Single Neurons in Awake Primary Visual Cortex , 2012, The Journal of Neuroscience.

[27]  Galileo Galilei,et al.  Dialogo sopra i due massimi sistemi del mondo, Tolemaico e Copernicano , 1979 .

[28]  D. Hubel,et al.  Integrative action in the cat's lateral geniculate body , 1961, The Journal of physiology.

[29]  Paul M Bays,et al.  Active inhibition and memory promote exploration and search of natural scenes. , 2012, Journal of vision.

[30]  J. P. Jones,et al.  The two-dimensional spatial structure of simple receptive fields in cat striate cortex. , 1987, Journal of neurophysiology.

[31]  Javid Sadr,et al.  Characterizing object-specific neural correlates of perception , 2010 .

[32]  K. Naka,et al.  S‐potentials from colour units in the retina of fish (Cyprinidae) , 1966, The Journal of physiology.

[33]  Harvey A Swadlow,et al.  A multi-channel, implantable microdrive system for use with sharp, ultra-fine "Reitboeck" microelectrodes. , 2005, Journal of neurophysiology.

[34]  J. Alonso,et al.  Adaptation to Stimulus Contrast and Correlations during Natural Visual Stimulation , 2007, Neuron.

[35]  R. Shapley,et al.  “Black” Responses Dominate Macaque Primary Visual Cortex V1 , 2009, The Journal of Neuroscience.

[36]  R. Shapley,et al.  The use of m-sequences in the analysis of visual neurons: Linear receptive field properties , 1997, Visual Neuroscience.

[37]  Anthony M. Norcia,et al.  Development of contrast sensitivity in the human infant , 1990, Vision Research.

[38]  R. Shapley,et al.  Generation of Black-Dominant Responses in V1 Cortex , 2010, The Journal of Neuroscience.

[39]  George Sperling,et al.  Black-white asymmetry in visual perception. , 2012, Journal of vision.

[40]  J. B. Demb,et al.  Different Circuits for ON and OFF Retinal Ganglion Cells Cause Different Contrast Sensitivities , 2003, The Journal of Neuroscience.

[41]  R. Shapley,et al.  Receptive field mechanisms of cat X and Y retinal ganglion cells , 1979, The Journal of general physiology.

[42]  A. Hodgkin,et al.  Detection and resolution of visual stimuli by turtle photoreceptors , 1973, The Journal of physiology.

[43]  L. Arend,et al.  Contrast perception across changes in luminance and spatial frequency. , 1996, Journal of the Optical Society of America. A, Optics, image science, and vision.

[44]  鈴木 輝美 ガリレオ著「天文対話」(Dialogo di Galileo Galilei:Doue ne i congressi di quattro giornate si discorre sopra i due massimi sistemi del mondo Tolemaicoe, Copernicano,1632) , 1980 .

[45]  H. Helmholtz Handbuch der physiologischen Optik , 2015 .

[46]  Barry B. Lee,et al.  Dynamics of sensitivity regulation in primate outer retina: the horizontal cell network. , 2003, Journal of vision.

[47]  E. Chichilnisky,et al.  Functional Asymmetries in ON and OFF Ganglion Cells of Primate Retina , 2002, The Journal of Neuroscience.

[48]  G. DeAngelis,et al.  Spatiotemporal receptive field organization in the lateral geniculate nucleus of cats and kittens. , 1997, Journal of neurophysiology.

[49]  A. L. Humphrey,et al.  Spatial and temporal response properties of lagged and nonlagged cells in cat lateral geniculate nucleus. , 1990, Journal of neurophysiology.