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Papers by Robert Shapley

Research paper thumbnail of Computational Modeling of Orientation Tuning Dynamics in Monkey Primary Visual Cortex

Research paper thumbnail of Quantitative analysis of the retinal ganglion cell layer and optic nerve of the barn owl Tyto alba

The visual capacity of the common barn owl (Tyto alba) was studied by quantitative analysis of th... more The visual capacity of the common barn owl (Tyto alba) was studied by quantitative analysis of the retina and optic nerve. Cell counts in the ganglion cell layer of the whole-mounted retina revealed a temporal area centralis with peak cell density of 12,500 cells/mm2 and a horizontal streak of high cell density extending from the area centralis into the nasal retina. Integration of the ganglion cell density map gave an estimated total of 1.4 million cells for the ganglion cell layer. Electron microscopy of a single, complete section of the optic nerve revealed a bimodal fiber diameter spectrum (modes at 0.3 and 0.9 microns; bin width = 0.2 microns), with diameters ranging from 0.15 microns (unmyelinated) to 6.05 microns (myelinated, sheath included). The total axon count for the optic nerve was estimated from sample counts to be about 680,000 axons (25% unmyelinated). Therefore, roughly half of the cells in the retinal ganglion cell layer do not send axons into the optic nerve. With...

Research paper thumbnail of SPECIAL ISSUE Rendering the Use of Visual Information from Spiking Neurons to Recognition A picture is worth thousands of trials: rendering the use of visual information from spiking neurons to recognition 141

Cognitive Science, 2004

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Research paper thumbnail of SPECIAL ISSUE Rendering the Use of Visual Information from Spiking Neurons to Recognition A picture is worth thousands of trials: rendering the use of visual information from spiking neurons to recognition 141

Cognitive Science, 2004

Skip to Main Content. ...

Research paper thumbnail of Contrast response in a comprehensive network model of macaque V1

Research paper thumbnail of The evolution of large-scale modeling of monkey primary visual cortex, V1: steps towards understanding cortical function

Communications in Mathematical Sciences

Research paper thumbnail of How Simple Cells Are Made in a Nonlinear Network Model of the Visual Cortex

The Journal of Neuroscience

Research paper thumbnail of Cortical Double-Opponent Cells in Color Perception: Perceptual Scaling and Chromatic Visual Evoked Potentials

i-Perception

In the early visual cortex V1, there are currently only two known neural substrates for color per... more In the early visual cortex V1, there are currently only two known neural substrates for color perception: single-opponent and double-opponent cells. Our aim was to explore the relative contributions of these neurons to color perception. We measured the perceptual scaling of color saturation for equiluminant color checkerboard patterns (designed to stimulate double-opponent neurons preferentially) and uniformly colored squares (designed to stimulate only single-opponent neurons) at several cone contrasts. The spatially integrative responses of single-opponent neurons would produce the same response magnitude for checkerboards as for uniform squares of the same space-averaged cone contrast. However, perceived saturation of color checkerboards was higher than for the corresponding squares. The perceptual results therefore imply that double-opponent cells are involved in color perception of patterns. We also measured the chromatic visual evoked potential (cVEP) produced by the same stim...

Research paper thumbnail of Nonlinear dynamics of cortical responses to color in the human cVEP

Journal of vision, Sep 1, 2017

The main finding of this paper is that the human visual cortex responds in a very nonlinear manne... more The main finding of this paper is that the human visual cortex responds in a very nonlinear manner to the color contrast of pure color patterns. We examined human cortical responses to color checkerboard patterns at many color contrasts, measuring the chromatic visual evoked potential (cVEP) with a dense electrode array. Cortical topography of the cVEPs showed that they were localized near the posterior electrode at position Oz, indicating that the primary cortex (V1) was the major source of responses. The choice of fine spatial patterns as stimuli caused the cVEP response to be driven by double-opponent neurons in V1. The cVEP waveform revealed nonlinear color signal processing in the V1 cortex. The cVEP time-to-peak decreased and the waveform's shape was markedly narrower with increasing cone contrast. Comparison of the linear dynamics of retinal and lateral geniculate nucleus responses with the nonlinear dynamics of the cortical cVEP indicated that the nonlinear dynamics orig...

Research paper thumbnail of Contrast affects the transmission of visual information through the mammalian lateral geniculate nucleus

The Journal of Physiology

Research paper thumbnail of Spatial summation and contrast sensitivity of X and Y cells in the lateral geniculate nucleus of the

Research paper thumbnail of Book Review:Vision. Human and Electronic. Optical Physics and Engineering. Albert Rose

Research paper thumbnail of Ganglion Cell Classes and Spatial Mechanisms

Research paper thumbnail of Linear mechanisms of direc-tion selectivity in simple cells of cat striate cortex

Research paper thumbnail of Macaque VI neurons can signal �illusory� contours

Research paper thumbnail of Fine structure of receptive-?eld centers of X and Y cells of the cat

Research paper thumbnail of P and M neural pathways and the perception of color and brightness (A)

Research paper thumbnail of Nonlinear analysis of retinal ganglion cells in the frequency domain

Research paper thumbnail of Parallel neural pathways and visual function

Research paper thumbnail of Temporal frequency tuning of neurons in macaque V1: effects of luminance contrast and chromaticity

Research paper thumbnail of Computational Modeling of Orientation Tuning Dynamics in Monkey Primary Visual Cortex

Research paper thumbnail of Quantitative analysis of the retinal ganglion cell layer and optic nerve of the barn owl Tyto alba

The visual capacity of the common barn owl (Tyto alba) was studied by quantitative analysis of th... more The visual capacity of the common barn owl (Tyto alba) was studied by quantitative analysis of the retina and optic nerve. Cell counts in the ganglion cell layer of the whole-mounted retina revealed a temporal area centralis with peak cell density of 12,500 cells/mm2 and a horizontal streak of high cell density extending from the area centralis into the nasal retina. Integration of the ganglion cell density map gave an estimated total of 1.4 million cells for the ganglion cell layer. Electron microscopy of a single, complete section of the optic nerve revealed a bimodal fiber diameter spectrum (modes at 0.3 and 0.9 microns; bin width = 0.2 microns), with diameters ranging from 0.15 microns (unmyelinated) to 6.05 microns (myelinated, sheath included). The total axon count for the optic nerve was estimated from sample counts to be about 680,000 axons (25% unmyelinated). Therefore, roughly half of the cells in the retinal ganglion cell layer do not send axons into the optic nerve. With...

Research paper thumbnail of SPECIAL ISSUE Rendering the Use of Visual Information from Spiking Neurons to Recognition A picture is worth thousands of trials: rendering the use of visual information from spiking neurons to recognition 141

Cognitive Science, 2004

Skip to Main Content. ...

Research paper thumbnail of SPECIAL ISSUE Rendering the Use of Visual Information from Spiking Neurons to Recognition A picture is worth thousands of trials: rendering the use of visual information from spiking neurons to recognition 141

Cognitive Science, 2004

Skip to Main Content. ...

Research paper thumbnail of Contrast response in a comprehensive network model of macaque V1

Research paper thumbnail of The evolution of large-scale modeling of monkey primary visual cortex, V1: steps towards understanding cortical function

Communications in Mathematical Sciences

Research paper thumbnail of How Simple Cells Are Made in a Nonlinear Network Model of the Visual Cortex

The Journal of Neuroscience

Research paper thumbnail of Cortical Double-Opponent Cells in Color Perception: Perceptual Scaling and Chromatic Visual Evoked Potentials

i-Perception

In the early visual cortex V1, there are currently only two known neural substrates for color per... more In the early visual cortex V1, there are currently only two known neural substrates for color perception: single-opponent and double-opponent cells. Our aim was to explore the relative contributions of these neurons to color perception. We measured the perceptual scaling of color saturation for equiluminant color checkerboard patterns (designed to stimulate double-opponent neurons preferentially) and uniformly colored squares (designed to stimulate only single-opponent neurons) at several cone contrasts. The spatially integrative responses of single-opponent neurons would produce the same response magnitude for checkerboards as for uniform squares of the same space-averaged cone contrast. However, perceived saturation of color checkerboards was higher than for the corresponding squares. The perceptual results therefore imply that double-opponent cells are involved in color perception of patterns. We also measured the chromatic visual evoked potential (cVEP) produced by the same stim...

Research paper thumbnail of Nonlinear dynamics of cortical responses to color in the human cVEP

Journal of vision, Sep 1, 2017

The main finding of this paper is that the human visual cortex responds in a very nonlinear manne... more The main finding of this paper is that the human visual cortex responds in a very nonlinear manner to the color contrast of pure color patterns. We examined human cortical responses to color checkerboard patterns at many color contrasts, measuring the chromatic visual evoked potential (cVEP) with a dense electrode array. Cortical topography of the cVEPs showed that they were localized near the posterior electrode at position Oz, indicating that the primary cortex (V1) was the major source of responses. The choice of fine spatial patterns as stimuli caused the cVEP response to be driven by double-opponent neurons in V1. The cVEP waveform revealed nonlinear color signal processing in the V1 cortex. The cVEP time-to-peak decreased and the waveform's shape was markedly narrower with increasing cone contrast. Comparison of the linear dynamics of retinal and lateral geniculate nucleus responses with the nonlinear dynamics of the cortical cVEP indicated that the nonlinear dynamics orig...

Research paper thumbnail of Contrast affects the transmission of visual information through the mammalian lateral geniculate nucleus

The Journal of Physiology

Research paper thumbnail of Spatial summation and contrast sensitivity of X and Y cells in the lateral geniculate nucleus of the

Research paper thumbnail of Book Review:Vision. Human and Electronic. Optical Physics and Engineering. Albert Rose

Research paper thumbnail of Ganglion Cell Classes and Spatial Mechanisms

Research paper thumbnail of Linear mechanisms of direc-tion selectivity in simple cells of cat striate cortex

Research paper thumbnail of Macaque VI neurons can signal �illusory� contours

Research paper thumbnail of Fine structure of receptive-?eld centers of X and Y cells of the cat

Research paper thumbnail of P and M neural pathways and the perception of color and brightness (A)

Research paper thumbnail of Nonlinear analysis of retinal ganglion cells in the frequency domain

Research paper thumbnail of Parallel neural pathways and visual function

Research paper thumbnail of Temporal frequency tuning of neurons in macaque V1: effects of luminance contrast and chromaticity

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