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1.
Cell ; 185(17): 3081-3083, 2022 08 18.
Artículo en Inglés | MEDLINE | ID: mdl-35985285

RESUMEN

The newborn mouse's retina senses light even before the eye opens, informing the developing brain of the visual world. Without this information, the brain forms fewer connections and the adult mouse learns sluggishly.


Asunto(s)
Neuronas , Retina , Animales , Encéfalo , Aprendizaje , Luz , Ratones , Neuronas/fisiología , Retina/fisiología
2.
Cell ; 176(5): 1222-1237.e22, 2019 02 21.
Artículo en Inglés | MEDLINE | ID: mdl-30712875

RESUMEN

High-acuity vision in primates, including humans, is mediated by a small central retinal region called the fovea. As more accessible organisms lack a fovea, its specialized function and its dysfunction in ocular diseases remain poorly understood. We used 165,000 single-cell RNA-seq profiles to generate comprehensive cellular taxonomies of macaque fovea and peripheral retina. More than 80% of >60 cell types match between the two regions but exhibit substantial differences in proportions and gene expression, some of which we relate to functional differences. Comparison of macaque retinal types with those of mice reveals that interneuron types are tightly conserved. In contrast, projection neuron types and programs diverge, despite exhibiting conserved transcription factor codes. Key macaque types are conserved in humans, allowing mapping of cell-type and region-specific expression of >190 genes associated with 7 human retinal diseases. Our work provides a framework for comparative single-cell analysis across tissue regions and species.


Asunto(s)
Fóvea Central/fisiología , Primates/fisiología , Retina/fisiología , Anciano , Animales , Callithrix , Femenino , Humanos , Macaca , Masculino , Retina/anatomía & histología , Células Ganglionares de la Retina/metabolismo
3.
Cell ; 177(2): 243-255.e15, 2019 04 04.
Artículo en Inglés | MEDLINE | ID: mdl-30827682

RESUMEN

Mammals cannot see light over 700 nm in wavelength. This limitation is due to the physical thermodynamic properties of the photon-detecting opsins. However, the detection of naturally invisible near-infrared (NIR) light is a desirable ability. To break this limitation, we developed ocular injectable photoreceptor-binding upconversion nanoparticles (pbUCNPs). These nanoparticles anchored on retinal photoreceptors as miniature NIR light transducers to create NIR light image vision with negligible side effects. Based on single-photoreceptor recordings, electroretinograms, cortical recordings, and visual behavioral tests, we demonstrated that mice with these nanoantennae could not only perceive NIR light, but also see NIR light patterns. Excitingly, the injected mice were also able to differentiate sophisticated NIR shape patterns. Moreover, the NIR light pattern vision was ambient-daylight compatible and existed in parallel with native daylight vision. This new method will provide unmatched opportunities for a wide variety of emerging bio-integrated nanodevice designs and applications. VIDEO ABSTRACT.


Asunto(s)
Nanopartículas/uso terapéutico , Células Fotorreceptoras de Vertebrados/fisiología , Visión Ocular/fisiología , Animales , Femenino , Rayos Infrarrojos , Inyecciones/métodos , Luz , Masculino , Mamíferos/fisiología , Ratones , Ratones Endogámicos C57BL , Opsinas/metabolismo , Retina/metabolismo , Retina/fisiología , Células Fotorreceptoras Retinianas Conos/fisiología , Visión Ocular/genética
4.
Cell ; 173(6): 1343-1355.e24, 2018 05 31.
Artículo en Inglés | MEDLINE | ID: mdl-29856953

RESUMEN

Numerous well-defined classes of retinal ganglion cells innervate the thalamus to guide image-forming vision, yet the rules governing their convergence and divergence remain unknown. Using two-photon calcium imaging in awake mouse thalamus, we observed a functional arrangement of retinal ganglion cell axonal boutons in which coarse-scale retinotopic ordering gives way to fine-scale organization based on shared preferences for other visual features. Specifically, at the ∼6 µm scale, clusters of boutons from different axons often showed similar preferences for either one or multiple features, including axis and direction of motion, spatial frequency, and changes in luminance. Conversely, individual axons could "de-multiplex" information channels by participating in multiple, functionally distinct bouton clusters. Finally, ultrastructural analyses demonstrated that retinal axonal boutons in a local cluster often target the same dendritic domain. These data suggest that functionally specific convergence and divergence of retinal axons may impart diverse, robust, and often novel feature selectivity to visual thalamus.


Asunto(s)
Axones/fisiología , Retina/fisiología , Células Ganglionares de la Retina/fisiología , Tálamo/fisiología , Animales , Análisis por Conglomerados , Dendritas/fisiología , Lógica Difusa , Cuerpos Geniculados/fisiología , Masculino , Ratones , Ratones Endogámicos C57BL , Movimiento (Física) , Neuronas/fisiología , Terminales Presinápticos/fisiología , Visión Ocular , Vías Visuales
5.
Cell ; 173(2): 485-498.e11, 2018 04 05.
Artículo en Inglés | MEDLINE | ID: mdl-29576455

RESUMEN

Understanding how complex brain wiring is produced during development is a daunting challenge. In Drosophila, information from 800 retinal ommatidia is processed in distinct brain neuropiles, each subdivided into 800 matching retinotopic columns. The lobula plate comprises four T4 and four T5 neuronal subtypes. T4 neurons respond to bright edge motion, whereas T5 neurons respond to dark edge motion. Each is tuned to motion in one of the four cardinal directions, effectively establishing eight concurrent retinotopic maps to support wide-field motion. We discovered a mode of neurogenesis where two sequential Notch-dependent divisions of either a horizontal or a vertical progenitor produce matching sets of two T4 and two T5 neurons retinotopically coincident with pairwise opposite direction selectivity. We show that retinotopy is an emergent characteristic of this neurogenic program and derives directly from neuronal birth order. Our work illustrates how simple developmental rules can implement complex neural organization.


Asunto(s)
Drosophila/fisiología , Percepción de Movimiento/fisiología , Retina/fisiología , Animales , Proteínas de Drosophila/metabolismo , Locomoción/fisiología , Modelos Neurológicos , Neuronas/fisiología , Lóbulo Óptico de Animales no Mamíferos/química , Lóbulo Óptico de Animales no Mamíferos/metabolismo , Receptores Notch/metabolismo , Retina/citología , Vías Visuales
6.
Cell ; 175(1): 71-84.e18, 2018 09 20.
Artículo en Inglés | MEDLINE | ID: mdl-30173913

RESUMEN

Light exerts a range of powerful biological effects beyond image vision, including mood and learning regulation. While the source of photic information affecting mood and cognitive functions is well established, viz. intrinsically photosensitive retinal ganglion cells (ipRGCs), the central mediators are unknown. Here, we reveal that the direct effects of light on learning and mood utilize distinct ipRGC output streams. ipRGCs that project to the suprachiasmatic nucleus (SCN) mediate the effects of light on learning, independently of the SCN's pacemaker function. Mood regulation by light, on the other hand, requires an SCN-independent pathway linking ipRGCs to a previously unrecognized thalamic region, termed perihabenular nucleus (PHb). The PHb is integrated in a distinctive circuitry with mood-regulating centers and is both necessary and sufficient for driving the effects of light on affective behavior. Together, these results provide new insights into the neural basis required for light to influence mood and learning.


Asunto(s)
Afecto/efectos de la radiación , Aprendizaje/efectos de la radiación , Luz , Afecto/fisiología , Animales , Encéfalo/fisiología , Ritmo Circadiano , Aprendizaje/fisiología , Ratones , Ratones Endogámicos C57BL , Fototerapia/métodos , Retina/metabolismo , Retina/fisiología , Células Ganglionares de la Retina/metabolismo , Células Ganglionares de la Retina/fisiología , Células Ganglionares de la Retina/efectos de la radiación , Transducción de Señal/fisiología , Núcleo Supraquiasmático/metabolismo , Visión Ocular/fisiología , Vías Visuales/metabolismo , Percepción Visual/fisiología
7.
Annu Rev Neurosci ; 47(1): 303-322, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38635868

RESUMEN

Seeing in three dimensions is a major property of the visual system in mammals. The circuit underlying this property begins in the retina, from which retinal ganglion cells (RGCs) extend to the same or opposite side of the brain. RGC axons decussate to form the optic chiasm, then grow to targets in the thalamus and midbrain, where they synapse with neurons that project to the visual cortex. Here we review the cellular and molecular mechanisms of RGC axonal growth cone guidance across or away from the midline via receptors to cues in the midline environment. We present new views on the specification of ipsi- and contralateral RGC subpopulations and factors implementing their organization in the optic tract and termination in subregions of their targets. Lastly, we describe the functional and behavioral aspects of binocular vision, focusing on the mouse, and discuss recent discoveries in the evolution of the binocular circuit.


Asunto(s)
Células Ganglionares de la Retina , Visión Binocular , Vías Visuales , Animales , Vías Visuales/fisiología , Visión Binocular/fisiología , Células Ganglionares de la Retina/fisiología , Humanos , Retina/fisiología , Corteza Visual/fisiología
8.
Cell ; 171(4): 865-876.e16, 2017 Nov 02.
Artículo en Inglés | MEDLINE | ID: mdl-28965762

RESUMEN

Environmental illumination spans many log units of intensity and is tracked for essential functions that include regulation of the circadian clock, arousal state, and hormone levels. Little is known about the neural representation of light intensity and how it covers the necessary range. This question became accessible with the discovery of mammalian photoreceptors that are required for intensity-driven functions, the M1 ipRGCs. The spike outputs of M1s are thought to uniformly track intensity over a wide range. We provide a different understanding: individual cells operate over a narrow range, but the population covers irradiances from moonlight to full daylight. The range of most M1s is limited by depolarization block, which is generally considered pathological but is produced intrinsically by these cells. The dynamics of block allow the population to code stimulus intensity with flexibility and efficiency. Moreover, although spikes are distorted by block, they are regularized during axonal propagation.


Asunto(s)
Retina/fisiología , Animales , Axones/metabolismo , Relojes Circadianos , Fenómenos Electrofisiológicos , Luz , Fototransducción , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Células Ganglionares de la Retina/citología
9.
Cell ; 158(4): 793-807, 2014 Aug 14.
Artículo en Inglés | MEDLINE | ID: mdl-25126785

RESUMEN

Complex retinal circuits process visual information and deliver it to the brain. Few molecular determinants of synaptic specificity in this system are known. Using genetic and optogenetic methods, we identified two types of bipolar interneurons that convey visual input from photoreceptors to a circuit that computes the direction in which objects are moving. We then sought recognition molecules that promote selective connections of these cells with previously characterized components of the circuit. We found that the type II cadherins, cdh8 and cdh9, are each expressed selectively by one of the two bipolar cell types. Using loss- and gain-of-function methods, we showed that they are critical determinants of connectivity in this circuit and that perturbation of their expression leads to distinct defects in visually evoked responses. Our results reveal cellular components of a retinal circuit and demonstrate roles of type II cadherins in synaptic choice and circuit function.


Asunto(s)
Cadherinas/metabolismo , Retina/fisiología , Células Bipolares de la Retina/metabolismo , Vías Visuales , Animales , Axones/metabolismo , Cadherinas/genética , Técnicas de Sustitución del Gen , Ratones , Retina/citología , Sinapsis
10.
Nature ; 623(7986): 381-386, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37880369

RESUMEN

To maintain a stable and clear image of the world, our eyes reflexively follow the direction in which a visual scene is moving. Such gaze-stabilization mechanisms reduce image blur as we move in the environment. In non-primate mammals, this behaviour is initiated by retinal output neurons called ON-type direction-selective ganglion cells (ON-DSGCs), which detect the direction of image motion and transmit signals to brainstem nuclei that drive compensatory eye movements1. However, ON-DSGCs have not yet been identified in the retina of primates, raising the possibility that this reflex is mediated by cortical visual areas. Here we mined single-cell RNA transcriptomic data from primate retina to identify a candidate ON-DSGC. We then combined two-photon calcium imaging, molecular identification and morphological analysis to reveal a population of ON-DSGCs in the macaque retina. The morphology, molecular signature and GABA (γ-aminobutyric acid)-dependent mechanisms that underlie direction selectivity in primate ON-DSGCs are highly conserved with those in other mammals. We further identify a candidate ON-DSGC in human retina. The presence of ON-DSGCs in primates highlights the need to examine the contribution of subcortical retinal mechanisms to normal and aberrant gaze stabilization in the developing and mature visual system.


Asunto(s)
Movimientos Oculares , Macaca , Retina , Células Ganglionares de la Retina , Animales , Humanos , Movimientos Oculares/fisiología , Estimulación Luminosa , Retina/citología , Retina/fisiología , Células Ganglionares de la Retina/citología , Células Ganglionares de la Retina/fisiología , Movimiento (Física) , Análisis de Expresión Génica de una Sola Célula , Ácido gamma-Aminobutírico/metabolismo , Señalización del Calcio , Fijación Ocular/fisiología
11.
Nature ; 624(7991): 415-424, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38092908

RESUMEN

The basic plan of the retina is conserved across vertebrates, yet species differ profoundly in their visual needs1. Retinal cell types may have evolved to accommodate these varied needs, but this has not been systematically studied. Here we generated and integrated single-cell transcriptomic atlases of the retina from 17 species: humans, two non-human primates, four rodents, three ungulates, opossum, ferret, tree shrew, a bird, a reptile, a teleost fish and a lamprey. We found high molecular conservation of the six retinal cell classes (photoreceptors, horizontal cells, bipolar cells, amacrine cells, retinal ganglion cells (RGCs) and Müller glia), with transcriptomic variation across species related to evolutionary distance. Major subclasses were also conserved, whereas variation among cell types within classes or subclasses was more pronounced. However, an integrative analysis revealed that numerous cell types are shared across species, based on conserved gene expression programmes that are likely to trace back to an early ancestral vertebrate. The degree of variation among cell types increased from the outer retina (photoreceptors) to the inner retina (RGCs), suggesting that evolution acts preferentially to shape the retinal output. Finally, we identified rodent orthologues of midget RGCs, which comprise more than 80% of RGCs in the human retina, subserve high-acuity vision, and were previously believed to be restricted to primates2. By contrast, the mouse orthologues have large receptive fields and comprise around 2% of mouse RGCs. Projections of both primate and mouse orthologous types are overrepresented in the thalamus, which supplies the primary visual cortex. We suggest that midget RGCs are not primate innovations, but are descendants of evolutionarily ancient types that decreased in size and increased in number as primates evolved, thereby facilitating high visual acuity and increased cortical processing of visual information.


Asunto(s)
Evolución Biológica , Neuronas , Retina , Vertebrados , Visión Ocular , Animales , Humanos , Neuronas/clasificación , Neuronas/citología , Neuronas/fisiología , Retina/citología , Retina/fisiología , Células Ganglionares de la Retina/clasificación , Análisis de Expresión Génica de una Sola Célula , Vertebrados/fisiología , Visión Ocular/fisiología , Especificidad de la Especie , Células Amacrinas/clasificación , Células Fotorreceptoras/clasificación , Células Ependimogliales/clasificación , Células Bipolares de la Retina/clasificación , Percepción Visual
12.
Genes Dev ; 35(9-10): 677-691, 2021 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-33888564

RESUMEN

During the development of the vertebrate nervous systems, genetic programs assemble an immature circuit that is subsequently refined by neuronal activity evoked by external stimuli. However, prior to sensory experience, the intrinsic property of the developing nervous system also triggers correlated network-level neuronal activity, with retinal waves in the developing vertebrate retina being the best documented example. Spontaneous activity has also been found in the visual system of Drosophila Here, we compare the spontaneous activity of the developing visual system between mammalian and Drosophila and suggest that Drosophila is an emerging model for mechanistic and functional studies of correlated spontaneous activity.


Asunto(s)
Drosophila melanogaster/citología , Drosophila melanogaster/crecimiento & desarrollo , Retina/citología , Retina/embriología , Células Receptoras Sensoriales/fisiología , Animales , Drosophila melanogaster/fisiología , Ojo/citología , Ojo/crecimiento & desarrollo , Humanos , Modelos Animales , Retina/fisiología , Células Receptoras Sensoriales/citología
13.
Nature ; 610(7930): 135-142, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-36104560

RESUMEN

Distinguishing sensory stimuli caused by changes in the environment from those caused by an animal's own actions is a hallmark of sensory processing1. Saccades are rapid eye movements that shift the image on the retina. How visual systems differentiate motion of the image induced by saccades from actual motion in the environment is not fully understood2. Here we discovered that in mouse primary visual cortex (V1) the two types of motion evoke distinct activity patterns. This is because, during saccades, V1 combines the visual input with a strong non-visual input arriving from the thalamic pulvinar nucleus. The non-visual input triggers responses that are specific to the direction of the saccade and the visual input triggers responses that are specific to the direction of the shift of the stimulus on the retina, yet the preferred directions of these two responses are uncorrelated. Thus, the pulvinar input ensures differential V1 responses to external and self-generated motion. Integration of external sensory information with information about body movement may be a general mechanism for sensory cortices to distinguish between self-generated and external stimuli.


Asunto(s)
Movimiento , Movimientos Sacádicos , Corteza Visual , Animales , Ratones , Movimiento/fisiología , Estimulación Luminosa , Retina/fisiología , Movimientos Sacádicos/fisiología , Núcleos Talámicos/fisiología , Corteza Visual/fisiología
14.
Nature ; 612(7938): 116-122, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36289333

RESUMEN

Most animals have compound eyes, with tens to thousands of lenses attached rigidly to the exoskeleton. A natural assumption is that all of these species must resort to moving either their head or their body to actively change their visual input. However, classic anatomy has revealed that flies have muscles poised to move their retinas under the stable lenses of each compound eye1-3. Here we show that Drosophila use their retinal muscles to smoothly track visual motion, which helps to stabilize the retinal image, and also to perform small saccades when viewing a stationary scene. We show that when the retina moves, visual receptive fields shift accordingly, and that even the smallest retinal saccades activate visual neurons. Using a head-fixed behavioural paradigm, we find that Drosophila perform binocular, vergence movements of their retinas-which could enhance depth perception-when crossing gaps, and impairing the physiology of retinal motor neurons alters gap-crossing trajectories during free behaviour. That flies evolved an ability to actuate their retinas suggests that moving the eye independently of the head is broadly paramount for animals. The similarities of smooth and saccadic movements of the Drosophila retina and the vertebrate eye highlight a notable example of convergent evolution.


Asunto(s)
Drosophila , Movimientos Oculares , Músculos , Retina , Visión Ocular , Animales , Drosophila/fisiología , Movimientos Oculares/fisiología , Músculos/fisiología , Retina/fisiología , Movimientos Sacádicos/fisiología , Visión Ocular/fisiología , Visión Binocular , Percepción de Profundidad , Neuronas Motoras , Cabeza/fisiología , Drosophila melanogaster/fisiología , Evolución Biológica
15.
Nature ; 608(7923): 578-585, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35922512

RESUMEN

Hierarchical and parallel networks are fundamental structures of the mammalian brain1-8. During development, lower- and higher-order thalamic nuclei and many cortical areas in the visual system form interareal connections and build hierarchical dorsal and ventral streams9-13. One hypothesis for the development of visual network wiring involves a sequential strategy wherein neural connections are sequentially formed alongside hierarchical structures from lower to higher areas14-17. However, this sequential strategy would be inefficient for building the entire visual network comprising numerous interareal connections. We show that neural pathways from the mouse retina to primary visual cortex (V1) or dorsal/ventral higher visual areas (HVAs) through lower- or higher-order thalamic nuclei form as parallel modules before corticocortical connections. Subsequently, corticocortical connections among V1 and HVAs emerge to combine these modules. Retina-derived activity propagating the initial parallel modules is necessary to establish retinotopic inter-module connections. Thus, the visual network develops in a modular manner involving initial establishment of parallel modules and their subsequent concatenation. Findings in this study raise the possibility that parallel modules from higher-order thalamic nuclei to HVAs act as templates for cortical ventral and dorsal streams and suggest that the brain has an efficient strategy for the development of a hierarchical network comprising numerous areas.


Asunto(s)
Corteza Visual , Vías Visuales , Animales , Mapeo Encefálico , Ratones , Modelos Neurológicos , Retina/citología , Retina/fisiología , Núcleos Talámicos/citología , Núcleos Talámicos/fisiología , Corteza Visual/citología , Corteza Visual/fisiología , Vías Visuales/citología , Vías Visuales/fisiología
16.
Physiol Rev ; 100(1): 103-144, 2020 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-31373863

RESUMEN

In recent years, sensory neuroscientists have made major efforts to dissect the structure and function of ribbon synapses which process sensory information in the eye and ear. This review aims to summarize our current understanding of two key aspects of ribbon synapses: 1) their mechanisms of exocytosis and endocytosis and 2) their molecular anatomy and physiology. Our comparison of ribbon synapses in the cochlea and the retina reveals convergent signaling mechanisms, as well as divergent strategies in different sensory systems.


Asunto(s)
Cóclea/fisiología , Retina/fisiología , Sinapsis/fisiología , Animales , Endocitosis , Exocitosis , Humanos , Transmisión Sináptica
17.
PLoS Biol ; 22(2): e3002538, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38422167

RESUMEN

In mammals, starburst amacrine cells are centrally involved in motion vision and a new study in PLOS Biology, by Yan and colleagues finds that zebrafish have them, too. They coexist with a second pair of starburst-like neurons, but neither appears to be strongly motion selective.


Asunto(s)
Células Amacrinas , Pez Cebra , Animales , Células Amacrinas/fisiología , Retina/fisiología , Mamíferos , Colinérgicos
18.
Nature ; 592(7854): 409-413, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33692544

RESUMEN

The output of the retina is organized into many detector grids, called 'mosaics', that signal different features of visual scenes to the brain1-4. Each mosaic comprises a single type of retinal ganglion cell (RGC), whose receptive fields tile visual space. Many mosaics arise as pairs, signalling increments (ON) and decrements (OFF), respectively, of a particular visual feature5. Here we use a model of efficient coding6 to determine how such mosaic pairs should be arranged to optimize the encoding of natural scenes. We find that information is maximized when these mosaic pairs are anti-aligned, meaning that the distances between the receptive field centres across mosaics are greater than expected by chance. We tested this prediction across multiple receptive field mosaics acquired using large-scale measurements of the light responses of rat and primate RGCs. ON and OFF RGC pairs with similar feature selectivity had anti-aligned receptive field mosaics, consistent with this prediction. ON and OFF RGC types that encode distinct features have independent mosaics. These results extend efficient coding theory beyond individual cells to predict how populations of diverse types of RGC are spatially arranged.


Asunto(s)
Retina/citología , Retina/fisiología , Campos Visuales/fisiología , Animales , Femenino , Macaca , Masculino , Modelos Neurológicos , Ratas , Ratas Long-Evans , Células Ganglionares de la Retina/fisiología
19.
Annu Rev Cell Dev Biol ; 29: 385-416, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24099086

RESUMEN

Synaptic connections between neurons form the basis for perception and behavior. Synapses are often clustered in space, forming stereotyped layers. In the retina and optic tectum, multiple such synaptic laminae are stacked on top of each other, giving rise to stratified neuropil regions in which each layer combines synapses responsive to a particular sensory feature. Recently, several cellular and molecular mechanisms that underlie the development of multilaminar arrays of synapses have been discovered. These mechanisms include neurite guidance and cell-cell recognition. Molecules of the Slit, Semaphorin, Netrin, and Hedgehog families, binding to their matching receptors, bring axons and dendrites into spatial register. These guidance cues may diffuse over short distances or bind to sheets of extracellular matrix, thus conditioning the local extracellular milieu, or are presented on the surface of cells bordering the future neuropil. In addition, mutual recognition of axons and dendrites through adhesion molecules with immunoglobulin domains ensures cell type-specific connections within a given layer. Thus, an elaborate genetic program assembles the parallel processing channels that underlie visual perception.


Asunto(s)
Retina/fisiología , Sinapsis/metabolismo , Vías Visuales , Percepción Visual , Animales , Proteínas del Ojo/metabolismo , Retina/citología
20.
Proc Natl Acad Sci U S A ; 121(4): e2317773121, 2024 Jan 23.
Artículo en Inglés | MEDLINE | ID: mdl-38227668

RESUMEN

The retina and primary visual cortex (V1) both exhibit diverse neural populations sensitive to diverse visual features. Yet it remains unclear how neural populations in each area partition stimulus space to span these features. One possibility is that neural populations are organized into discrete groups of neurons, with each group signaling a particular constellation of features. Alternatively, neurons could be continuously distributed across feature-encoding space. To distinguish these possibilities, we presented a battery of visual stimuli to the mouse retina and V1 while measuring neural responses with multi-electrode arrays. Using machine learning approaches, we developed a manifold embedding technique that captures how neural populations partition feature space and how visual responses correlate with physiological and anatomical properties of individual neurons. We show that retinal populations discretely encode features, while V1 populations provide a more continuous representation. Applying the same analysis approach to convolutional neural networks that model visual processing, we demonstrate that they partition features much more similarly to the retina, indicating they are more like big retinas than little brains.


Asunto(s)
Corteza Visual , Animales , Ratones , Corteza Visual/fisiología , Percepción Visual/fisiología , Redes Neurales de la Computación , Neuronas/fisiología , Retina/fisiología , Estimulación Luminosa
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