Spatiotemporal adaptation model for retinal ganglion cells.

An adaptation model for the level of the ganglion cell in the retina is presented. The model assumes separate adaptation mechanisms for each of the receptive field (RF) regions, i.e., before edge detection. According to the model, the decay in the response time course of each RF region reflects its adaptation process. A mathematical description of adaptation that includes its temporal properties is developed through the change in the semisaturation constant theta in the Naka-Rushton equation. The model and its simulations show a good agreement with a wide variety of physiological studies.

[1]  H. Barlow,et al.  Change of organization in the receptive fields of the cat's retina during dark adaptation , 1957, The Journal of physiology.

[2]  A. Hodgkin,et al.  Changes in time scale and sensitivity in the ommatidia of Limulus , 1964, The Journal of physiology.

[3]  R. W. Rodieck Quantitative analysis of cat retinal ganglion cell response to visual stimuli. , 1965, Vision research.

[4]  L. Maffei Inhibitory and facilitatory spatial interactions in retinal receptive fields. , 1968, Vision research.

[5]  M M Sondhi,et al.  Model for visual luminance discrimination and flicker detection. , 1968, Journal of the Optical Society of America.

[6]  J. Stone,et al.  Summing properties of the cat's retinal ganglion cell. , 1968, Vision research.

[7]  H. Barlow,et al.  Changes in the maintained discharge with adaptation level in the cat retina , 1969, The Journal of physiology.

[8]  R. M. Boynton,et al.  Visual Adaptation in Monkey Cones: Recordings of Late Receptor Potentials , 1970, Science.

[9]  G. Sperling Model of visual adaptation and contrast detection , 1970 .

[10]  S. Grossberg Neural pattern discrimination. , 1970, Journal of theoretical biology.

[11]  B. Cleland,et al.  Quantitative aspects of gain and latency in the cat retina , 1970, The Journal of physiology.

[12]  D. Baylor,et al.  Receptive fields of cones in the retina of the turtle , 1971, The Journal of physiology.

[13]  L Maffei,et al.  Homeostasis in retinal receptive fields. , 1971, Journal of neurophysiology.

[14]  Henk Spekreijse,et al.  Dynamic Characteristics of Retinal Ganglion Cell Responses in Goldfish , 1972, The Journal of general physiology.

[15]  M. Yoon,et al.  Influence of adaptation level on response pattern and sensitivity of ganglion cells in the cat's retina , 1972, The Journal of physiology.

[16]  C. Enroth-Cugell,et al.  Pure central responses from off‐centre cells and pure surround responses from on‐centre cells , 1972, The Journal of physiology.

[17]  C. Enroth-Cugell,et al.  Flux, not retinal illumination, is what cat retinal ganglion cells really care about , 1973, The Journal of physiology.

[18]  C. Enroth-Cugell,et al.  Adaptation and dynamics of cat retinal ganglion cells , 1973, The Journal of physiology.

[19]  A. Hodgkin,et al.  Reconstruction of the electrical responses of turtle cones to flashes and steps of light , 1974, The Journal of physiology.

[20]  A. Hodgkin,et al.  Changes in time scale and sensitivity in turtle photoreceptors , 1974, The Journal of physiology.

[21]  D. Copenhagen,et al.  Control of Retinal Sensitivity II. Lateral Interactions at the Outer Plexiform Layer , 1974 .

[22]  Y. Fukada,et al.  Gain control mechanisms within the receptive field center of cats retinal ganglion cells , 1975, Vision Research.

[23]  P Lennie,et al.  The control of retinal ganglion cell discharge by receptive field surrounds. , 1975, The Journal of physiology.

[24]  P Lennie,et al.  Surround contribution to light adaptation in cat retinal ganglion cells. , 1975, The Journal of physiology.

[25]  H B Barlow,et al.  Threshold setting by the surround of cat retinal ganglion cells. , 1976, The Journal of physiology.

[26]  A. Watson,et al.  Patterns of temporal interaction in the detection of gratings , 1977, Vision Research.

[27]  D. G. Green,et al.  Adaptation pools and excitation receptive fields of rat retinal ganglion cells , 1977, Vision Research.

[28]  R. Normann,et al.  Evaluating sensitivity changing mechanisms in light-adapted photoreceptors , 1979, Vision Research.

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

[30]  E Kaplan,et al.  Effects of dark adaptation on spatial and temporal properties of receptive fields in cat lateral geniculate nucleus. , 1979, The Journal of physiology.

[31]  W S Geisler,et al.  Effects of bleaching and backgrounds on the flash response of the cone system , 1981, The Journal of physiology.

[32]  R. Purple,et al.  Adaptation in cones. A general model. , 1982, Biophysical journal.

[33]  Edward H. Adelson,et al.  Saturation and adaptation in the rod system , 1982, Vision Research.

[34]  S. Grossberg The quantized geometry of visual space: The coherent computation of depth, form, and lightness , 1982, Behavioral and Brain Sciences.

[35]  D. Norren,et al.  Light adaptation of primate cones: An analysis based on extracellular data , 1983, Vision Research.

[36]  C. Enroth-Cugell,et al.  Chapter 9 Visual adaptation and retinal gain controls , 1984 .

[37]  Scott J. Daly,et al.  Temporal information processing in cones: Effects of light adaptation on temporal summation and modulation , 1985, Vision Research.

[38]  J. Victor The dynamics of the cat retinal X cell centre. , 1987, The Journal of physiology.

[39]  M. Hayhoe,et al.  The time-course of multiplicative and subtractive adaptation process , 1987, Vision Research.

[40]  Donald C. Hood,et al.  Sites of sensitivity control within a long-wavelength cone pathway , 1990, Vision Research.

[41]  R. Shapley,et al.  Light adaptation in the primate retina: Analysis of changes in gain and dynamics of monkey retinal ganglion cells , 1990, Visual Neuroscience.

[42]  Donald C. Hood,et al.  Modeling the dynamics of light adaptation: the merging of two traditions , 1992, Vision Research.

[43]  H. Spitzer,et al.  A model for detection of spatial and temporal edges by a single X cell , 1993, Vision Research.

[44]  P. Gaudiano Simulations of X and Y retinal ganglion cell behavior with a nonlinear push-pull model of spatiotemporal retinal processing , 1994, Vision Research.

[45]  H. Spitzer,et al.  A model for the early stages of motion processing based on spatial and temporal edge detection by X-cells. , 1994, Spatial vision.