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Role of Feedback Connections in Central Visual Processing. 反馈连接在中央视觉加工中的作用。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2020-09-15 DOI: 10.1146/annurev-vision-121219-081716
Farran Briggs

The physiological response properties of neurons in the visual system are inherited mainly from feedforward inputs. Interestingly, feedback inputs often outnumber feedforward inputs. Although they are numerous, feedback connections are weaker, slower, and considered to be modulatory, in contrast to fast, high-efficacy feedforward connections. Accordingly, the functional role of feedback in visual processing has remained a fundamental mystery in vision science. At the core of this mystery are questions about whether feedback circuits regulate spatial receptive field properties versus temporal responses among target neurons, or whether feedback serves a more global role in arousal or attention. These proposed functions are not mutually exclusive, and there is compelling evidence to support multiple functional roles for feedback. In this review, the role of feedback in vision will be explored mainly from the perspective of corticothalamic feedback. Further generalized principles of feedback applicable to corticocortical connections will also be considered.

视觉系统中神经元的生理反应特性主要遗传自前馈输入。有趣的是,反馈输入通常多于前馈输入。虽然它们数量众多,但与快速、高效的前馈连接相比,反馈连接更弱、更慢,并且被认为是调制的。因此,反馈在视觉加工中的功能作用一直是视觉科学的一个基本谜团。这个谜团的核心问题是,反馈回路是否调节目标神经元的空间感受野特性和时间反应,或者反馈是否在唤醒或注意力方面发挥更大的作用。这些建议的功能并不是相互排斥的,并且有令人信服的证据支持多种功能角色的反馈。本文将主要从皮质丘脑反馈的角度探讨反馈在视觉中的作用。还将考虑适用于皮质-皮质连接的进一步广义反馈原则。
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引用次数: 23
Data-Driven Approaches to Understanding Visual Neuron Activity. 理解视觉神经元活动的数据驱动方法。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-16 DOI: 10.1146/annurev-vision-091718-014731
D. Butts
With modern neurophysiological methods able to record neural activity throughout the visual pathway in the context of arbitrarily complex visual stimulation, our understanding of visual system function is becoming limited by the available models of visual neurons that can be directly related to such data. Different forms of statistical models are now being used to probe the cellular and circuit mechanisms shaping neural activity, understand how neural selectivity to complex visual features is computed, and derive the ways in which neurons contribute to systems-level visual processing. However, models that are able to more accurately reproduce observed neural activity often defy simple interpretations. As a result, rather than being used solely to connect with existing theories of visual processing, statistical modeling will increasingly drive the evolution of more sophisticated theories. Expected final online publication date for the Annual Review of Vision Science, Volume 5 is September 16, 2019. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
随着现代神经生理学方法能够在任意复杂的视觉刺激背景下记录整个视觉通路的神经活动,我们对视觉系统功能的理解正受到与这些数据直接相关的现有视觉神经元模型的限制。不同形式的统计模型现在被用来探索形成神经活动的细胞和电路机制,理解神经对复杂视觉特征的选择性是如何计算的,并推导出神经元对系统级视觉处理的贡献方式。然而,能够更准确地再现观察到的神经活动的模型往往无法简单地解释。因此,统计建模将越来越多地推动更复杂理论的发展,而不是仅仅用于与现有的视觉处理理论联系起来。《视觉科学年度评论》第五卷的最终在线出版日期预计为2019年9月16日。修订后的估计数请参阅http://www.annualreviews.org/page/journal/pubdates。
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引用次数: 11
The Importance of the Interaction Between Ocular Motor Function and Vision During Human Infancy. 人类婴儿期眼运动功能与视觉相互作用的重要性。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-15 DOI: 10.1146/annurev-vision-091718-014741
T. Candy
Numerous studies have demonstrated the impact of imposed abnormal visual experience on the postnatal development of the visual system. These studies have provided fundamental insights into the mechanisms underlying neuroplasticity and its role in clinical care. However, the ocular motor responses of postnatal human infants largely define their visual experience in dynamic three-dimensional environments. Thus, the immature visual system needs to control its own visual experience. This review explores the interaction between the developing motor and sensory/perceptual visual systems, together with its importance in both typical development and the development of forms of strabismus and amblyopia.
大量研究表明,强加的异常视觉体验对出生后视觉系统发育的影响。这些研究为神经可塑性的机制及其在临床护理中的作用提供了基本的见解。然而,出生后人类婴儿的眼运动反应在很大程度上决定了他们在动态三维环境中的视觉体验。因此,不成熟的视觉系统需要控制自己的视觉体验。这篇综述探讨了发育中的运动和感觉/感知视觉系统之间的相互作用,以及它在斜视和弱视的典型发育和发育中的重要性。
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引用次数: 6
Imaging Retinal Activity in the Living Eye. 活体眼视网膜活动成像。
IF 5 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-15 DOI: 10.1146/annurev-vision-091517-034239
Jennifer J Hunter, William H Merigan, Jesse B Schallek

Retinal function has long been studied with psychophysical methods in humans, whereas detailed functional studies of vision have been conducted mostly in animals owing to the invasive nature of physiological approaches. There are exceptions to this generalization, for example, the electroretinogram. This review examines exciting recent advances using in vivo retinal imaging to understand the function of retinal neurons. In some cases, the methods have existed for years and are still being optimized. In others, new methods such as optophysiology are revealing novel patterns of retinal function in animal models that have the potential to change our understanding of the functional capacity of the retina. Together, the advances in retinal imaging mark an important milestone that shifts attention away from anatomy alone and begins to probe the function of healthy and diseased eyes.

长期以来,人们一直用心理物理学方法研究人类的视网膜功能,而由于生理方法的侵入性,对视觉的详细功能研究大多在动物身上进行。这种概括也有例外,例如视网膜电图。这篇综述探讨了使用体内视网膜成像来理解视网膜神经元功能的令人兴奋的最新进展。在某些情况下,这些方法已经存在多年,并且仍在优化中。在其他方面,光生理学等新方法正在动物模型中揭示视网膜功能的新模式,这些模式有可能改变我们对视网膜功能能力的理解。总之,视网膜成像的进步标志着一个重要的里程碑,它将注意力从解剖学上转移开,开始探索健康和患病眼睛的功能。
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引用次数: 0
Predictive Smooth Pursuit Eye Movements. 预测平滑追踪眼球运动。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-15 Epub Date: 2019-07-05 DOI: 10.1146/annurev-vision-091718-014901
Eileen Kowler, Jason F Rubinstein, Elio M Santos, Jie Wang

Smooth pursuit eye movements maintain the line of sight on smoothly moving targets. Although often studied as a response to sensory motion, pursuit anticipates changes in motion trajectories, thus reducing harmful consequences due to sensorimotor processing delays. Evidence for predictive pursuit includes (a) anticipatory smooth eye movements (ASEM) in the direction of expected future target motion that can be evoked by perceptual cues or by memory for recent motion, (b) pursuit during periods of target occlusion, and (c) improved accuracy of pursuit with self-generated or biologically realistic target motions. Predictive pursuit has been linked to neural activity in the frontal cortex and in sensory motion areas. As behavioral and neural evidence for predictive pursuit grows and statistically based models augment or replace linear systems approaches, pursuit is being regarded less as a reaction to immediate sensory motion and more as a predictive response, with retinal motion serving as one of a number of contributing cues.

平滑的追踪眼球运动保持视线在平滑移动的目标上。虽然通常被研究为对感觉运动的反应,但追求预测了运动轨迹的变化,从而减少了由于感觉运动加工延迟造成的有害后果。预测性追求的证据包括:(a)预期未来目标运动方向的预期平滑眼动(ASEM),可由知觉线索或对最近运动的记忆引起,(b)目标遮挡期间的追求,以及(c)通过自我产生或生物现实的目标运动提高追求的准确性。预测性追求与额叶皮层和感觉运动区域的神经活动有关。随着预测追求的行为和神经证据的增长,以及基于统计的模型增强或取代线性系统方法,人们越来越少地将追求视为对即时感觉运动的反应,而更多地将其视为一种预测反应,视网膜运动是众多贡献线索之一。
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引用次数: 37
Image Forensics. 图像取证。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-15 DOI: 10.1146/annurev-vision-091718-014827
Hany Farid
From mainstream media outlets to social media and everything in between, doctored photographs are appearing with growing frequency and sophistication. The resulting lack of trust is impacting law enforcement, national security, the media, e-commerce, and more. While some types of manipulations can be detected with a careful visual examination, our visual system seems unable to reliably detect other types of manipulations. The field of image forensics has emerged to help return some trust in photography. I describe the perceptual limits of detecting manipulated images, as well as representative examples of computational techniques for authenticating images.
从主流媒体到社交媒体,以及介于两者之间的一切,篡改过的照片正以越来越频繁和复杂的方式出现。由此产生的信任缺失正在影响执法、国家安全、媒体、电子商务等。虽然通过仔细的视觉检查可以检测到某些类型的操作,但我们的视觉系统似乎无法可靠地检测到其他类型的操作。图像取证领域的出现有助于恢复人们对摄影的一些信任。我描述了检测操纵图像的感知极限,以及用于认证图像的计算技术的代表性示例。
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引用次数: 1
The Zebrafish Visual System: From Circuits to Behavior. 斑马鱼视觉系统:从电路到行为。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-15 DOI: 10.1146/annurev-vision-091718-014723
Johann H. Bollmann
Visual stimuli can evoke complex behavioral responses, but the underlying streams of neural activity in mammalian brains are difficult to follow because of their size. Here, I review the visual system of zebrafish larvae, highlighting where recent experimental evidence has localized the functional steps of visuomotor transformations to specific brain areas. The retina of a larva encodes behaviorally relevant visual information in neural activity distributed across feature-selective ganglion cells such that signals representing distinct stimulus properties arrive in different areas or layers of the brain. Motor centers in the hindbrain encode motor variables that are precisely tuned to behavioral needs within a given stimulus setting. Owing to rapid technological progress, larval zebrafish provide unique opportunities for obtaining a comprehensive understanding of the intermediate processing steps occurring between visual and motor centers, revealing how visuomotor transformations are implemented in a vertebrate brain.
视觉刺激可以引起复杂的行为反应,但哺乳动物大脑中潜在的神经活动流由于其大小而难以追踪。在这里,我回顾了斑马鱼幼虫的视觉系统,强调了最近的实验证据将视运动转化的功能步骤定位到特定的大脑区域。幼虫的视网膜在分布于特征选择神经节细胞的神经活动中编码行为相关的视觉信息,使得代表不同刺激特性的信号到达大脑的不同区域或层。后脑中的运动中心编码运动变量,这些变量在给定的刺激环境中精确地适应行为需求。由于技术的快速进步,斑马鱼幼体为全面了解视觉和运动中心之间发生的中间加工步骤提供了独特的机会,揭示了视觉运动转换是如何在脊椎动物大脑中实现的。
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引用次数: 57
Deep Learning: The Good, the Bad, and the Ugly. 深度学习:好的、坏的和丑的。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-15 DOI: 10.1146/annurev-vision-091718-014951
T. Serre
Artificial vision has often been described as one of the key remaining challenges to be solved before machines can act intelligently. Recent developments in a branch of machine learning known as deep learning have catalyzed impressive gains in machine vision-giving a sense that the problem of vision is getting closer to being solved. The goal of this review is to provide a comprehensive overview of recent deep learning developments and to critically assess actual progress toward achieving human-level visual intelligence. I discuss the implications of the successes and limitations of modern machine vision algorithms for biological vision and the prospect for neuroscience to inform the design of future artificial vision systems. Expected final online publication date for the Annual Review of Vision Science, Volume 5 is September 16, 2019. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
人工视觉经常被描述为在机器能够智能行动之前需要解决的关键挑战之一。机器学习的一个分支——深度学习的最新发展在机器视觉方面取得了令人印象深刻的进展——给人一种视觉问题即将得到解决的感觉。本综述的目的是提供最近深度学习发展的全面概述,并批判性地评估实现人类水平视觉智能的实际进展。我讨论了现代机器视觉算法对生物视觉的成功和局限性的影响,以及神经科学为未来人工视觉系统设计提供信息的前景。《视觉科学年度评论》第五卷的最终在线出版日期预计为2019年9月16日。修订后的估计数请参阅http://www.annualreviews.org/page/journal/pubdates。
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引用次数: 173
The Retinal Basis of Vertebrate Color Vision. 脊椎动物色觉的视网膜基础。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-15 Epub Date: 2019-06-21 DOI: 10.1146/annurev-vision-091718-014926
T Baden, D Osorio

The jawless fish that were ancestral to all living vertebrates had four spectral cone types that were probably served by chromatic-opponent retinal circuits. Subsequent evolution of photoreceptor spectral sensitivities is documented for many vertebrate lineages, giving insight into the ecological adaptation of color vision. Beyond the photoreceptors, retinal color processing is best understood in mammals, especially the blueON system, which opposes short- against long-wavelength receptor responses. For other vertebrates that often have three or four types of cone pigment, new findings from zebrafish are extending older work on teleost fish and reptiles to reveal rich color circuitry. Here, horizontal cells establish diverse and complex spectral responses even in photoreceptor outputs. Cone-selective connections to bipolar cells then set up color-opponent synaptic layers in the inner retina, which lead to a large variety of color-opponent channels for transmission to the brain via retinal ganglion cells.

无颌鱼类是所有现生脊椎动物的祖先,它们有四种光谱视锥类型,很可能由色差视网膜电路提供服务。许多脊椎动物种系的光感受器光谱敏感性的后续进化都有记录,这让人们对色彩视觉的生态适应有了深入的了解。除了感光器之外,哺乳动物对视网膜色彩处理的理解最为透彻,尤其是蓝光系统(blueON),它将短波与长波受体反应对立起来。其他脊椎动物通常有三到四种视锥色素,斑马鱼的新发现扩展了对远洋鱼类和爬行动物的研究,揭示了丰富的色彩回路。在这里,水平细胞甚至在感光器输出端也能建立多样而复杂的光谱反应。锥体选择性连接到双极细胞,然后在视网膜内层建立起色彩对立突触层,从而形成大量色彩对立通道,通过视网膜神经节细胞传输到大脑。
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引用次数: 0
Universal Mechanisms and the Development of the Face Network: What You See Is What You Get. 通用机制和面部网络的发展:你看到的就是你得到的。
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2019-09-15 Epub Date: 2019-06-21 DOI: 10.1146/annurev-vision-091718-014917
Michael J Arcaro, Peter F Schade, Margaret S Livingstone

Our assignment was to review the development of the face-processing network, an assignment that carries the presupposition that a face-specific developmental program exists. We hope to cast some doubt on this assumption and instead argue that the development of face processing is guided by the same ubiquitous rules that guide the development of cortex in general.

我们的任务是回顾人脸处理网络的发展,这项任务的前提是存在一个特定于人脸的发展程序。我们希望对这一假设提出一些质疑,相反,我们认为,面部处理的发展是由同样普遍的规则指导的,这些规则指导着大脑皮层的发展。
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引用次数: 25
期刊
Annual Review of Vision Science
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