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Wong W. On the rate coding response of peripheral sensory neurons. BIOLOGICAL CYBERNETICS 2020; 114:609-619. [PMID: 33289878 DOI: 10.1007/s00422-020-00848-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 11/20/2020] [Indexed: 06/12/2023]
Abstract
The rate coding response of a single peripheral sensory neuron in the asymptotic, near-equilibrium limit can be derived using information theory, asymptotic Bayesian statistics and a theory of complex systems. Almost no biological knowledge is required. The theoretical expression shows good agreement with spike-frequency adaptation data across different sensory modalities and animal species. The approach permits the discovery of a new neurophysiological equation and shares similarities with statistical physics.
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Affiliation(s)
- Willy Wong
- Department of Electrical and Computer Engineering and Institute of Biomedical Engineering, University of Toronto, Toronto, M5S3G4, Canada.
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Shih YF, Lin SY, Huang JK, Jian SW, Lin LL, Hung PT. The choroidal blood flow response after flicker stimulation in chicks. J Ocul Pharmacol Ther 1997; 13:213-8. [PMID: 9185036 DOI: 10.1089/jop.1997.13.213] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Form-deprivation myopia (FDM) can be prevented by exposing the animal to stroboscopic illumination (10 Hz). Flicker illumination is known to stimulate the release of dopamine (DA) from the retina. We hypothesize that DA was released and diffused into the choroid. To prove this hypothesis, we decided to undertake an investigation in chicks and measure choroidal blood flow (ChBF) during stimulation of the ocular fundus with diffuse flicker. White Leghorn chicks (2 weeks old) were used for this study. Different flash stimulations (5 Hz approximately 50 Hz) were given for 3 minutes, then ChBF was recorded with the PeriFlux flowmeter simultaneously and continuously for 5 minutes. Some birds are recorded up to 120 minutes to find out any late-onset effect. The ChBF was increased after flicker stimulation. The difference was statistically significant in 10 Hz, 20 Hz, and 30 Hz. The ChBF can maintain 20% higher for 60 minutes. Therefore, flicker illumination preventing FDM may be induced by the hyperactivity of ganglion cells, then stimulates the release of DA from the retina and suppresses the development of myopia.
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Affiliation(s)
- Y F Shih
- Department of Ophthalmology, National Taiwan University Hospital, Taipei, Republic of China
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Robinson DW, Chalupa LM. The intrinsic temporal properties of alpha and beta retinal ganglion cells are equivalent. Curr Biol 1997; 7:366-74. [PMID: 9197237 DOI: 10.1016/s0960-9822(06)00184-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Mammalian retinal ganglion cells have been traditionally classified on the basis of morphological and functional criteria, but as yet little is known about the intrinsic membrane properties of these neurons. This study has investigated these properties by making patch-clamp recordings from morphologically identified ganglion cells in the intact retina. RESULTS The whole-cell configuration of the patch-clamp technique was used to assess the temporal tuning characteristics of alpha and beta cells, the two most extensively studied ganglion cell classes. Fourier analysis was used to examine discharge patterns in response to sinusoidal currents of different frequencies (1-50 Hz). With few exceptions, neurons responded in a stereotypic fashion to changes in temporal modulation, with their output initially increasing and then decreasing as a function of stimulus frequency. Moreover, peak responses in both cell classes were obtained at equivalent temporal frequencies. At high stimulus rates, response probability decreased, but the spikes remained phase-locked to the stimulus cycle, thereby enabling populations of cells to convey temporal information. A small number of ganglion cells did not show an appreciable decrease in output as a function of stimulus frequency, but these cells were not confined to either ganglion cell class. CONCLUSIONS These findings provide the first evidence that the intrinsic temporal properties of alpha and beta cells are alike. Furthermore, the responses obtained to direct current injections were strikingly similar to those described previously with temporally modulated visual stimuli, suggesting that intrinsic membrane properties may shape the visual responses of alpha and beta cells to a larger degree than has been commonly assumed.
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Affiliation(s)
- D W Robinson
- Section of Neurobiology, Physiology and Behavior, Center for Neuroscience, University of California, Davis, California 95616-0657, USA.
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Troy JB, Oh JK, Enroth-Cugell C. Effect of ambient illumination on the spatial properties of the center and surround of Y-cell receptive fields. Vis Neurosci 1993; 10:753-64. [PMID: 8338811 DOI: 10.1017/s0952523800005447] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The primary goal of this study was to expand the description of the filtering properties of the Y-cell receptive field, by quantitatively characterizing the spatial filtering properties of the receptive field's center-and-surround components as a function of adapting light level. A range of more than five orders of magnitude in retinal illuminance were covered, including the vast majority of the cat's functional range of vision. Recordings were taken from optic tract fibers of Y cells in cats under general anesthesia. Sinusoidal gratings and a stimulus designed to selectively probe the properties of the surround mechanism were used. The cells' responses to these stimuli were fit to a Gaussian center-surround receptive-field model, in which six parameters define the properties of the center and surround. Fits were made independently to data collected at each light level and changes in the values of the model's parameters with illuminance are reported. A set of equations that summarize the changes in parameter values is given. From these summary equations, reasonable estimates of the parameters' values can be determined across a wide range of illuminances. Hence, a quantitative model of the spatial properties of the center and surround of the Y-cell receptive field can now be derived from these equations for most of the levels of retinal illuminance experienced by a Y cell. The consistency between the description provided by our equations and results from earlier work is considered.
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Affiliation(s)
- J B Troy
- Department of Biomedical Engineering & Neurobiology, Northwestern University, Evanston, IL 60208
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Riva CE, Harino S, Shonat RD, Petrig BL. Flicker evoked increase in optic nerve head blood flow in anesthetized cats. Neurosci Lett 1991; 128:291-6. [PMID: 1945050 DOI: 10.1016/0304-3940(91)90282-x] [Citation(s) in RCA: 83] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The effect of diffuse luminance flicker stimulation of a large area (approximately 30 degrees diameter) on red blood cell flux (F) in the optic nerve head was measured in the anesthetized cat. F increased markedly during sustained flicker. The F-response to the initiation and cessation of the stimulation was found to occur within a few seconds. Upon sustained stimulation, the increase in F reached a plateau within approximately 2 min. Its level depended upon the intensity, frequency and wavelength of the stimulation and the state of adaptation of the retina. This stimulus offers a new and powerful means of investigating blood flow regulation in the optic nerve head (ONH).
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Affiliation(s)
- C E Riva
- University of Pennsylvania, Department of Ophthalmology, Philadelphia
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Chen EP, Freeman AW. A model for spatiotemporal frequency responses in the X cell pathway of the cat's retina. Vision Res 1989; 29:271-91. [PMID: 2773339 DOI: 10.1016/0042-6989(89)90076-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
A linear model is described for the cat eye's signal-processing pathway, from the visual stimulus at the cornea, to cones, to X-type ganglion cells. The model contains elements representing the eye's optics, phototransduction, gain control, spatiotemporal processing by cell layers, and pure delay. Centre-surround antagonism in the model arises through the presence of a centre element producing a small spatial spread of signals, and an antagonistic element producing a larger spread. Two arrangements were tried, feedforward and feedback, in which the antagonistic element's output was subtracted from the centre element's output, and input, respectively. The model was fitted to empirical spatial and temporal frequency responses collected by Frishman et al. (1987), and accounted qualitatively for these data in the feedback, but not the feedforward, arrangement. The model's centre pathway comprises a cascade of low-pass spatial filters, as does the surround pathway. As a consequence, the spatial frequency responses for these two pathways closely approximate Gaussian functions of spatial frequency, and the spatial frequency response of the complete model at low temporal frequency closely matches that of the difference of Gaussians model.
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Affiliation(s)
- E P Chen
- Biomedical Engineering Department, Northwestern University, Evanston, IL 60201
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Levine MW, Frishman LJ, Enroth-Cugell C. Interactions between the rod and the cone pathways in the cat retina. Vision Res 1987; 27:1093-104. [PMID: 3660663 DOI: 10.1016/0042-6989(87)90024-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
The receptive field centers of 21 on-center X retinal ganglion cells in cat were tested with stimuli designed to detect nonlinear interactions between the rod and the cone systems. One red and one green stimulus light were always present, at a level such that modulation of the red light essentially affected only cones, and that of the green light only rods. The two lights could be superimposed spatially (overlapped configuration) or fall on separate subareas of the receptive field center (nonoverlapped configuration). In most cases, there was less complete summation of the responses to modulation of the lights in the overlapped than in the nonoverlapped configuration, with a corresponding difference in the summation of sensitivities. In 1/6 of the experiments, there was more complete summation of the responses to the lights in the overlapped configuration, with a corresponding difference in the summation of sensitivities. The mean magnitude of the interaction for all experiments was equivalent to an antagonistic interaction between the rod and cone pathways such that the signal in each was diminished by a quantity slightly greater than 30% of the signal in the other.
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Affiliation(s)
- M W Levine
- Department of Engineering Sciences, Northwestern University, Evanston, IL 60201
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Cicerone CM, Green DG. Control of eye movements while recording from single units in the pigmented rat. Vision Res 1977; 17:985-7. [PMID: 595407 DOI: 10.1016/0042-6989(77)90076-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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SVEIN ALFGLAD, ENGVIK MAGNUSSENHARALD. Temporal brightness and darkness enhancement; further evidence for asymmetry. Scand J Psychol 1976. [DOI: 10.1111/j.1467-9450.1976.tb00235.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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11
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Pasino E, Marchiafava PL. Transfer properties of rod and cone cells in the retina of the tiger salamander. Vision Res 1976; 16:381-6. [PMID: 941414 DOI: 10.1016/0042-6989(76)90200-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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13
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Moller AR. Statistical evaluation of the dynamic properties of cochlear nucleus units using stimuli modulated with pseudorandom noise. Brain Res 1973; 57:443-56. [PMID: 4722063 DOI: 10.1016/0006-8993(73)90148-0] [Citation(s) in RCA: 61] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Van De Grind WA, Grüsser OJ, Lunkenheimer HU. Temporal Transfer Properties of the Afferent Visual System Psychophysical,Neurophysiological and Theoretical Investigations. CENTRAL PROCESSING OF VISUAL INFORMATION A: INTEGRATIVE FUNCTIONS AND COMPARATIVE DATA 1973. [DOI: 10.1007/978-3-642-65352-0_7] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
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Breitmeyer BG. A relationship between the detection of size, rate, orientation and direction in the human visual system. Vision Res 1973; 13:41-58. [PMID: 4681990 DOI: 10.1016/0042-6989(73)90163-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Moller AR. Coding of amplitude and frequency modulated sounds in the cochlear nucleus of the rat. ACTA PHYSIOLOGICA SCANDINAVICA 1972; 86:223-38. [PMID: 4640172 DOI: 10.1111/j.1748-1716.1972.tb05328.x] [Citation(s) in RCA: 146] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Fukada Y, Saito H. The relationship between response characteristics to flicker stimulation and receptive field organization in the cat's optic nerve fibers. Vision Res 1971; 11:227-40. [PMID: 5579838 DOI: 10.1016/0042-6989(71)90187-8] [Citation(s) in RCA: 101] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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23
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Grüsser OJ. A quantitative analysis of spatial summation of excitation and inhibition within the receptive field of retinal ganglion cells of cats. Vision Res 1971; Suppl 3:103-27. [PMID: 5293865 DOI: 10.1016/0042-6989(71)90034-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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Lopes da Silva FH, van Rotterdam A, Storm van Leeuwen W, Tielen AM. Dynamic characteristics of visual evoked potentials in the dog. I. Cortical and subcortical potentials evoked by sine wave modulated light. ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY 1970; 29:246-59. [PMID: 4195647 DOI: 10.1016/0013-4694(70)90137-9] [Citation(s) in RCA: 37] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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25
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Enroth-Cugell C, Pinto L. Algebraic summation of centre and surround inputs to retinal ganglion cells of the cat. Nature 1970; 226:458-9. [PMID: 5440052 DOI: 10.1038/226458a0] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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26
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Steinberg RH. Comparison of the intraretinal b-wave and d.c. component in the area centralis of cat retina. Vision Res 1969; 9:317-31. [PMID: 5822952 DOI: 10.1016/0042-6989(69)90079-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Abstract
Sinusoidal modulation of illumination on the compound eye of the horseshoe crab, Limulus, produces a corresponding variation in the rate of discharge of optic nerve impulses. Increasing the area of illumination decreases the variation at low frequencies of modulation, but unexpectedly enhances-or "amplifies"-the variation at the intermediate frequencies to which the eye is most sensitive. Both effects must result from inhibition since it is the only significant lateral influence in this eye.
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