A Computational Model of Perceptual Fill-in Following Retinal Degeneration

2008 ◽  
Vol 99 (5) ◽  
pp. 2086-2100 ◽  
Author(s):  
Justin N. J. McManus ◽  
Shimon Ullman ◽  
Charles D. Gilbert
Keyword(s):  
Human Subjects ◽  
Receptive Fields ◽  
Afferent Input ◽  
Visual Input ◽  
Cortical Region ◽  
Functional Changes ◽  
Retinal Lesions ◽  
Horizontal Connections ◽  
Perceptual Completion ◽  
Projection Zone

The ablation of afferent input results in the reorganization of sensory and motor cortices. In the primary visual cortex (V1), binocular retinal lesions deprive a corresponding cortical region [lesion projection zone (LPZ)] of visual input. Nevertheless, neurons in the LPZ regain responsiveness by shifting their receptive fields (RFs) outside the retinal lesions; this re-emergence of neural activity is paralleled by the perceptual completion of disrupted visual input in human subjects with retinal damage. To determine whether V1 reorganization can account for perceptual fill-in, we developed a neural network model that simulates the cortical remapping in V1. The model shows that RF shifts mediated by the plexus of spatial- and orientation-dependent horizontal connections in V1 can engender filling-in that is both robust and consistent with psychophysical reports of perceptual completion. Our model suggests that V1 reorganization may underlie perceptual fill-in, and it predicts spatial relationships between the original and remapped RFs that can be tested experimentally. More generally, it provides a general explanation for adaptive functional changes following CNS lesions, based on the recruitment of existing cortical connections that are involved in normal integrative mechanisms.

Neural Responses in the Macaque V1 to Bar Stimuli With Various Lengths Presented on the Blind Spot

2005 ◽  
Vol 93 (5) ◽  
pp. 2374-2387 ◽  
Author(s):  
Masayuki Matsumoto ◽  
Hidehiko Komatsu
Keyword(s):  
Human Subjects ◽  
Receptive Fields ◽  
Spatial Summation ◽  
Blind Spot ◽  
Neural Responses ◽  
Contextual Modulation ◽  
V1 Neurons ◽  
Retinal Stimulation ◽  
Perceptual Completion ◽  
Fixation Task

Although there is no retinal input within the blind spot, it is filled with the same visual attributes as its surround. Earlier studies showed that neural responses are evoked at the retinotopic representation of the blind spot in the primary visual cortex (V1) when perceptual filling-in of a surface or completion of a bar occurs. To determine whether these neural responses correlate with perception, we recorded from V1 neurons whose receptive fields overlapped the blind spot. Bar stimuli of various lengths were presented at the blind spots of monkeys while they performed a fixation task. One end of the bar was fixed at a position outside the blind spot, and the position of the other end was varied. Perceived bar length was measured using a similar set of bar stimuli in human subjects. As long as one end of the bar was inside the blind spot, the perceived bar length remained constant, and when the bar exceeded the blind spot, perceptual completion occurred, and the perceived bar length increased substantially. Some V1 neurons of the monkey exhibited a significant increase in their activity when the bar exceeded the blind spot, even though the amount of the retinal stimulation increased only slightly. These response increases coincided with perceptual completion observed in human subjects and were much larger than would be expected from simple spatial summation and could not be explained by contextual modulation. We conclude that the completed bar appearing on the part of the receptive field embedded within the blind spot gave rise to the observed increase in neuronal activity.

Adult plasticity in the visual system

1995 ◽  
Vol 73 (9) ◽  
pp. 1323-1338 ◽  
Author(s):  
Yuzo M. Chino
Keyword(s):  
Visual Cortex ◽  
Cortical Neurons ◽  
Time Course ◽  
Receptive Fields ◽  
Afferent Input ◽  
Contrast Threshold ◽  
Topographic Map ◽  
Retinal Lesions ◽  
Underlying Mechanisms ◽  
Adult Plasticity

When visual cortical neurons in adult mammals are deprived of their normal afferent input from retinae, they are capable of acquiring new receptive fields by modifying the effectiveness of existing intrinsic connections, a basis for topographic map reorganization. To gain insights into the underlying mechanisms and functional significance of this adult plasticity, we measured the spatial limits and time course of retinotopic map reorganization. We also determined whether reactivated neurons exhibit normal receptive field properties. We found that virtually all units in the denervated zone of cortex acquired new receptive fields (i.e., there were no silent areas in the cortex) and map reorganization can take place within hours of deafferentation provided that retinal lesions are relatively small (<5°). Furthermore, after long periods of recovery, reactivated units exhibited strikingly normal selectivity to stimulus orientation, direction of movement, and spatial frequency if relatively high contrast stimuli were used. However, responsiveness of these neurons, measured in terms of the maximum response amplitude and the contrast threshold, was clearly reduced. Thus, contrary to traditional belief, the adult visual cortex is capable of exhibiting considerable plasticity, and reactivated neurons are capable of contributing to an analysis of a visual scene.Key words: adult plasticity, visual cortex, retinal lesions, map reorganization, cat.

Responses of spinal trigeminal neurons to noxious stimulation of paranasal cavities – a rat model of rhinosinusitis headache

Cephalalgia ◽  
2020 ◽  
pp. 033310242097046
Author(s):  
Michael Koch ◽  
Julika Sertel-Nakajima ◽  
Karl Messlinger
Keyword(s):  
Potassium Chloride ◽  
Dura Mater ◽  
Paranasal Sinuses ◽  
Interstitial Fluid ◽  
Receptive Fields ◽  
Nasal Bone ◽  
Afferent Input ◽  
Noxious Stimulation ◽  
Trigeminal Neurons ◽  
Stimulation Of

Background The pathophysiology of headaches associated with rhinosinusitis is poorly known. Since the generation of headaches is thought to be linked to the activation of intracranial afferents, we used an animal model to characterise spinal trigeminal neurons with nociceptive input from the dura mater and paranasal sinuses. Methods In isoflurane anaesthetised rats, extracellular recordings were made from neurons in the spinal trigeminal nucleus with afferent input from the exposed frontal dura mater. Dural and facial receptive fields were mapped and the paranasal cavities below the thinned nasal bone were stimulated by sequential application of synthetic interstitial fluid, 40 mM potassium chloride, 100 µM bradykinin, 1% ethanol (vehicle) and 100 µm capsaicin. Results Twenty-five neurons with input from the frontal dura mater and responses to chemical stimulation of the paranasal cavities were identified. Some of these neurons had additional receptive fields in the parietal dura, most of them in the face. The administration of synthetic interstitial fluid, potassium chloride and ethanol was not followed by significant changes in activity, but bradykinin provoked a cluster of action potentials in 20 and capsaicin in 23 neurons. Conclusion Specific spinal trigeminal neurons with afferent input from the cranial dura mater respond to stimulation of paranasal cavities with noxious agents like bradykinin and capsaicin. This pattern of activation may be due to convergent input of trigeminal afferents that innervate dura mater and nasal cavities and project to spinal trigeminal neurons, which could explain the genesis of headaches due to disorders of paranasal sinuses.

Quantitative analysis of dorsal horn cell receptive fields following limited deafferentation

1995 ◽  
Vol 74 (5) ◽  
pp. 2065-2076 ◽  
Author(s):  
H. R. Koerber ◽  
P. B. Brown
Keyword(s):  
Dorsal Horn ◽  
Receptive Fields ◽  
Afferent Input ◽  
Width Ratio ◽  
Survival Times ◽  
Long Survival ◽  
Dorsal Horns ◽  
Length Width ◽  
Low Threshold ◽  
And Control

1. To test the hypothesis that subtotal deafferentation of dorsal horn cells can stimulate plastic changes in their receptive fields (RFs), diffuse deafferentation of the cat hindlimb dorsal horn was produced by transection of L7 or L6 and L7 dorsal roots. The following single-unit cutaneous low-threshold mechanoreceptor RF properties were compared between operated and control dorsal horns: 1) distance of RF center from tips of toes, 2) RF length-width ratio; and 3) RF area. 2. In both L7 and L6-L7 rhizotomized animals there was an increased incidence of silent electrode tracks in the most deafferented portion of the hindlimb map (the foot and toe representation). In the rhizotomized L6-L7 animals, there was also an increased incidence of symmetrically placed tracks in deafferented and control dorsal horns, in which cell RFs had no mirror-symmetrical components. In addition, cells in the lateral half of the L6 and L7 dorsal horns exhibited a proximal shift in the location of their RFs. In the rhizotomized L7 animals there was a distal shift of RFs in the L5 segment at long survival times. RFs had lower length-width ratios in L5 and L6 at short survival times and in L6 at long survival times. 3. In intact preparations, dorsal horn cells normally respond to inputs via single or small numbers of low-threshold cutaneous mechanoreceptors. Because these rhizotomies do not remove all inputs from any given area of skin, the deafferentations would produce only patchy loss of input from individual receptors. Therefore observed changes cannot be accounted for entirely by loss of afferent input, suggesting that some reorganization of dorsal horn cell RFs occurred. We conclude that the threshold stimulus for plastic change is less than total deafferentation of dorsal horn cells. At least some of the mechanisms underlying these changes may be active in normal animals in the maintenance of the somatotopic map or in conditioning.

Lateral cervical nucleus of the dog: anatomical and microelectrode studies

1965 ◽  
Vol 209 (2) ◽  
pp. 307-311 ◽  
Author(s):  
S. T. Kitai ◽  
H. Ha ◽  
F. Morin
Keyword(s):  
Cell Size ◽  
Single Unit ◽  
Canis Familiaris ◽  
Receptive Fields ◽  
Afferent Input ◽  
The Body ◽  
Medial Lemniscus ◽  
Joint Movement ◽  
Cell Counts ◽  
Lateral Cervical Nucleus

The lateral cervical nucleus (LCN) of the dog ( Canis familiaris) was investigated by histological and microelectrode technique. The LCN extends from the obex to the upper C3 and is located ventrolateral to the dorsal horn. Cell counts showed over 6,000 cells in the nuclei on both sides and the cell size varied from 20 to 45 µ. Single-unit analysis of the 220 neurons showed that the majority of cells responded to touch, some to pressure, some to pressure and touch, and an extremely limited number to joint movement. All responses were recorded from the ipsilateral half of the body. More than half of these neurons had small peripheral receptive fields located mostly in the distal parts of the limbs. The rest, with large receptive fields, were located mainly in the proximal parts of the limbs and the trunk. The peripheral receptive fields were almost equally distributed among the forelimb, trunk, and hindlimb for touch. The prominence of the hindlimb representation over the forelimb was found for pressure and for touch and pressure. The results indicate that the organization of the afferent input to the LCN has some similarity to that of the medial lemniscus system.

Topographic Receptive Fields and Patterned Lateral Interaction in a Self-Organizing Model of the Primary Visual Cortex

1997 ◽  
Vol 9 (3) ◽  
pp. 577-594 ◽  
Author(s):  
Joseph Sirosh ◽  
Risto Miikkulainen
Keyword(s):  
Neural Network ◽  
Ocular Dominance ◽  
Receptive Fields ◽  
Afferent Input ◽  
Lateral Interaction ◽  
Lateral Interactions ◽  
Cooperative Development ◽  
Correlated Activity ◽  
Lateral Connection ◽  
Self Organizing

This article presents a self-organizing neural network model for the simultaneous and cooperative development of topographic receptive fields and lateral interactions in cortical maps. Both afferent and lateral connections adapt by the same Hebbian mechanism in a purely local and unsupervised learning process. Afferent input weights of each neuron self organize into hill-shaped profiles, receptive fields organize topographically across the network, and unique lateral interaction profiles develop for each neuron. The model demonstrates how patterned lateral connections develop based on correlated activity and explains why lateral connection patterns closely follow receptive field properties such as ocular dominance.

scholarly journals Auditory-Cortex Short-Term Plasticity Induced by Selective Attention

2014 ◽  
Vol 2014 ◽  
pp. 1-11 ◽  
Author(s):  
Iiro P. Jääskeläinen ◽  
Jyrki Ahveninen
Keyword(s):  
Selective Attention ◽  
Auditory Cortex ◽  
Receptive Fields ◽  
Discrimination Performance ◽  
Primary Auditory Cortex ◽  
Attentional Focus ◽  
Subcortical Structures ◽  
Short Term ◽  
Functional Changes ◽  
Short Term Plasticity

The ability to concentrate on relevant sounds in the acoustic environment is crucial for everyday function and communication. Converging lines of evidence suggests that transient functional changes in auditory-cortex neurons, “short-term plasticity”, might explain this fundamental function. Under conditions of strongly focused attention, enhanced processing of attended sounds can take place at very early latencies (~50 ms from sound onset) in primary auditory cortex and possibly even at earlier latencies in subcortical structures. More robust selective-attention short-term plasticity is manifested as modulation of responses peaking at ~100 ms from sound onset in functionally specialized nonprimary auditory-cortical areas by way of stimulus-specific reshaping of neuronal receptive fields that supports filtering of selectively attended sound features from task-irrelevant ones. Such effects have been shown to take effect in ~seconds following shifting of attentional focus. There are findings suggesting that the reshaping of neuronal receptive fields is even stronger at longer auditory-cortex response latencies (~300 ms from sound onset). These longer-latency short-term plasticity effects seem to build up more gradually, within tens of seconds after shifting the focus of attention. Importantly, some of the auditory-cortical short-term plasticity effects observed during selective attention predict enhancements in behaviorally measured sound discrimination performance.

scholarly journals Bilateral receptive field neurons and callosal connections in the somatosensory cortex

2000 ◽  
Vol 355 (1394) ◽  
pp. 267-273 ◽  
Author(s):  
Yoshiaki Iwamura
Keyword(s):  
Somatosensory Cortex ◽  
Macaca Fuscata ◽  
Receptive Fields ◽  
The Body ◽  
Cortical Region ◽  
Callosal Connections ◽  
Functional Implications ◽  
New Interpretation ◽  
Fusion Theory ◽  
Single Neuronal Activity

Earlier studies recording single neuronal activity with bilateral receptive fields in the primary somatosensory cortex of monkeys and cats agreed that the bilateral receptive fields were related exclusively to the body midline and that the ipsilateral information reaches the cortex via callosal connections since they are dense in the cortical region representing the midline structures of the body while practically absent in the regions representing the distal extremities. We recently found a substantial number of neurons with bilateral receptive fields on hand digits, shoulders–arms or legs–feet in the caudalmost part (areas 2 and 5) of the postcentral gyrus in awake Japanese monkeys ( Macaca fuscata ). I review these results, discuss the functional implications of this bilateral representation in the postcentral somatosensory cortex from a behavioural standpoint and give a new interpretation to the midline fusion theory.

Novel Visual Illusions Related to Vasarely's ‘Nested Squares’ Show That Corner Salience Varies with Corner Angle

Perception ◽  
10.1068/p5383 ◽  
2005 ◽  
Vol 34 (4) ◽  
pp. 409-420 ◽  
Author(s):  
Xoana G Troncoso ◽  
Stephen L Macknik ◽  
Susana Martinez-Conde
Keyword(s):  
Discrimination Task ◽  
Computational Models ◽  
Visual Illusion ◽  
Human Subjects ◽  
Brightness Discrimination ◽  
Receptive Fields ◽  
Visual Illusions ◽  
Corner Angle ◽  
Brightness Discrimination Task ◽  
Sharp Corners

Vasarely's ‘nested-squares’ illusion shows that 90° corners can be more salient perceptually than straight edges. On the basis of this illusion we have developed a novel visual illusion, the ‘Alternating Brightness Star’, which shows that sharp corners are more salient than shallow corners (an effect we call ‘corner angle salience variation’) and that the same corner can be perceived as either bright or dark depending on the polarity of the angle (ie whether concave or convex: ‘corner angle brightness reversal’). Here we quantify the perception of corner angle salience variation and corner angle brightness reversal effects in twelve naive human subjects, in a two-alternative forced-choice brightness discrimination task. The results show that sharp corners generate stronger percepts than shallow corners, and that corner gradients appear bright or dark depending on whether the corner is concave or convex. Basic computational models of center – surround receptive fields predict the results to some degree, but not fully.

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