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Decoding Covert Visual Attention in Space and Time from Neural Signals. 从神经信号解码空间和时间上的隐蔽视觉注意。
IF 5.5 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-09-01 Epub Date: 2025-08-06 DOI: 10.1146/annurev-vision-101322-011902
Suliann Ben Hamed

Visual attention prioritizes relevant stimuli in complex environments through top-down (goal-directed) and bottom-up (stimulus-driven) mechanisms within cortical networks. This review explores the neural mechanisms underlying visual attention, focusing on how attentional control is encoded and decoded from prefrontal signals in both spatial and temporal domains. Decoding methods enable real-time tracking of covert visual attention from prefrontal activity with high spatial and temporal resolution, as a neurophysiological proxy of the attentional spotlight. This research provides insights into stimulus selection mechanisms, proactive and reactive suppression of irrelevant stimuli, the rhythmic nature of attentional shifts and attentional saccades, the balance between focus and flexibility, and the variation of these processes along epochs of sustained attention. Additionally, the review highlights how recurrent neural networks in the prefrontal cortex contribute to supporting these attention dynamics. These findings collectively offer a comprehensive model of attention that integrates dynamic prioritization processes at short and longer timescales.

视觉注意在复杂环境中通过皮层网络中的自上而下(目标导向)和自下而上(刺激驱动)机制优先处理相关刺激。本文探讨了视觉注意的神经机制,重点探讨了注意控制是如何在空间和时间域从前额叶信号中编码和解码的。解码方法能够以高空间和时间分辨率实时跟踪来自前额叶活动的隐蔽视觉注意,作为注意聚光灯的神经生理代理。本研究提供了刺激选择机制、无关刺激的主动和被动抑制、注意转移和注意跳跳的节律性、焦点和灵活性之间的平衡以及这些过程在持续注意时期的变化等方面的见解。此外,该综述强调了前额叶皮层中的循环神经网络如何支持这些注意力动态。这些发现共同提供了一个综合的注意力模型,该模型集成了短期和长期的动态优先排序过程。
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引用次数: 0
Ocular Accommodation: The Autofocus Mechanism of the Human Eye. 眼调节:人眼的自动聚焦机制。
IF 5.5 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-09-01 Epub Date: 2025-08-01 DOI: 10.1146/annurev-vision-110623-080628
Shrikant R Bharadwaj

Ocular accommodation, the autofocus mechanism of the human eye, is fundamental for the achievement and maintenance of clear vision across viewing distances. Together with its close ally, vergence eye movements, this mechanism also ensures that binocular single vision is achieved at all these distances. Several dimensions of this mechanism have been investigated for well over a century. The present article summarizes this large volume of work under three themes: (a) biomechanics and neural control of the accommodative apparatus, (b) its behavioral properties, and (c) control-engineering modeling endeavors that offer a theoretical framework for gaining insights into the functioning of this mechanism. Built into these themes is a discussion on the development of accommodation, its loss with aging (presbyopia), sensory cues that aid the generation of these responses, and the technologies available for the measurement of these responses. The article also raises several unresolved questions for future research.

眼调节,人眼的自动聚焦机制,是实现和维持清晰的视觉跨越观看距离的基础。与它的亲密盟友——聚光眼运动一起,这一机制也确保了在所有这些距离上都能实现双眼单一视觉。这一机制的几个方面已经研究了一个多世纪。本文在三个主题下总结了大量的工作:(a)调节装置的生物力学和神经控制,(b)其行为特性,以及(c)控制工程建模的努力,为深入了解该机制的功能提供了理论框架。在这些主题中,我们将讨论适应能力的发展、随年龄增长而丧失的适应能力(老花眼)、帮助产生这些反应的感官线索,以及测量这些反应的技术。文章还提出了几个有待进一步研究的问题。
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引用次数: 0
Following the Tradition of the Italian School of Visual Science: Intellectually Challenging but also Incredibly Exciting. 遵循意大利视觉科学学院的传统:智力挑战,但也令人难以置信的兴奋。
IF 5.5 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-09-01 Epub Date: 2025-06-18 DOI: 10.1146/annurev-vision-110623-075651
Maria Concetta Morrone

I enjoy studying the brain, a passion I inherited from my Italian mentors (Lamberto Maffei and Adriana Fiorentini) and Australian colleagues (John Ross and David Burr) when I was a young physics student. Looking back on the development of my career, I believe that my motivation in pursuing challenging research came from the great excitement that arose when we were close to understanding a problem. When this happened, I did not care whether I was without a real job or that I lacked the recognition I deserved as a female scientist in a highly competitive, male-dominated field. This professional joy, mixed also with family joys, such as being married to a scientist with whom I shared the same passion, was my strength. In this review, I briefly outline the values instilled by my family, teachers, peers, and research tutors, from the perspective of a woman from then-underdeveloped Southern Italy approaching a science career in the 1970s.

我喜欢研究大脑,当我还是一名年轻的物理学生时,我从我的意大利导师(Lamberto Maffei和Adriana Fiorentini)和澳大利亚同事(John Ross和David Burr)那里继承了这种热情。回顾我的职业发展,我认为我追求具有挑战性的研究的动力来自于当我们接近了解一个问题时产生的巨大兴奋。当这一切发生时,我不在乎我是否没有一份真正的工作,也不在乎我作为一名女性科学家在一个竞争激烈、男性主导的领域缺乏应有的认可。这种职业上的快乐,还夹杂着家庭的快乐,比如嫁给了一位和我有着同样激情的科学家,这是我的力量。在这篇综述中,我简要地概述了我的家庭、老师、同龄人和研究导师所灌输的价值观,从一个20世纪70年代来自当时不发达的意大利南部的女性的角度来看,她正在走向科学事业。
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引用次数: 0
What V1 Damage Can Teach Us About Visual Perception and Learning. V1损伤能教会我们什么关于视觉感知和学习。
IF 5.5 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-09-01 Epub Date: 2025-06-10 DOI: 10.1146/annurev-vision-110323-112823
Matthew R Cavanaugh, Berkeley K Fahrenthold, Krystel R Huxlin

In humans, occipital strokes invariably damage the primary visual cortex (V1), causing a loss of conscious vision over large portions of the visual field. This unfortunate experiment of nature affects a significant proportion of all stroke victims, but there is a lack of accepted vision restoration therapies clinically, despite a rich history of studies into the resulting visual deficit and the perceptual abilities that paradoxically survive in affected portions of the visual field. Over the last two decades, the clinical dogma that V1-damaged adult visual systems cannot recover has been challenged by accumulating evidence that visual retraining to detect or discriminate stimuli in the blind field can restore perceptual abilities. This review summarizes key developments in training approaches, some of the mechanistic insights they have revealed, and limitations and opportunities that have emerged.

在人类中,枕部中风总是会损害初级视觉皮层(V1),导致大面积视野的有意识视力丧失。这个不幸的自然实验影响了所有中风患者的很大一部分,但是临床上缺乏公认的视力恢复疗法,尽管对由此导致的视觉缺陷和在视野受影响部分矛盾地存活的感知能力进行了丰富的研究。在过去的二十年里,越来越多的证据表明,通过视觉再训练来检测或区分盲区中的刺激可以恢复感知能力,从而挑战了v1损伤的成人视觉系统无法恢复的临床教条。这篇综述总结了培训方法的主要发展,它们揭示的一些机械见解,以及已经出现的限制和机会。
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引用次数: 0
Computational and Neuronal Basis of Visual Confidence. 视觉自信的计算和神经元基础。
IF 5.5 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-09-01 DOI: 10.1146/annurev-vision-110323-120909
Robbe L T Goris, Zhongzheng Fu, Christopher R Fetsch

The primate brain excels at transforming photons into knowledge. When light strikes the back of the eye, opsin molecules within rods and cones absorb photons, triggering a change in membrane potential. This energy transfer initiates a cascade of neural events that endows us with useful knowledge. This knowledge manifests as subjectively experienced perceptual interpretations and mostly pertains to the 3D structure of the visual environment and the affordances of the objects within the scene. However, some of this knowledge instead pertains to the quality of these interpretations and contributes to our sense of confidence in perceptual decisions. Because such confidence reflects knowledge about knowledge, psychologists consider this the domain of metacognition. Here, we examine what is known about the neuronal basis of perceptual decision confidence, with a focus on vision. We review the crucial computational processes and neural operations that underlie and constrain the transformation of photons into visual metacognition.

灵长类动物的大脑擅长将光子转化为知识。当光线照射到眼睛后部时,视杆细胞和视锥细胞内的视蛋白分子会吸收光子,从而引发膜电位的变化。这种能量传递引发了一系列神经事件,赋予我们有用的知识。这种知识表现为主观体验的感知解释,主要涉及视觉环境的3D结构和场景中物体的可视性。然而,其中一些知识与这些解释的质量有关,并有助于我们对感知决策的信心。因为这种自信反映了对知识的了解,心理学家认为这是元认知的领域。在这里,我们研究了知觉决策信心的神经元基础,重点是视觉。我们回顾了关键的计算过程和神经操作,这些计算过程和神经操作是光子转化为视觉元认知的基础和约束。
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引用次数: 0
Visual Image Reconstruction from Brain Activity via Latent Representation. 基于潜在表征的脑活动视觉图像重建。
IF 5.5 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-09-01 Epub Date: 2025-06-16 DOI: 10.1146/annurev-vision-110423-023616
Yukiyasu Kamitani, Misato Tanaka, Ken Shirakawa

Visual image reconstruction, the decoding of perceptual content from brain activity into images, has advanced significantly with the integration of deep neural networks (DNNs) and generative models. This review traces the field's evolution from early classification approaches to sophisticated reconstructions that capture detailed, subjective visual experiences, emphasizing the roles of hierarchical latent representations, compositional strategies, and modular architectures. Despite notable progress, challenges remain, such as achieving true zero-shot generalization for unseen images and accurately modeling the complex, subjective aspects of perception. We discuss the need for diverse datasets, refined evaluation metrics aligned with human perceptual judgments, and compositional representations that strengthen model robustness and generalizability. Ethical issues, including privacy, consent, and potential misuse, are underscored as critical considerations for responsible development. Visual image reconstruction offers promising insights into neural coding and enables new psychological measurements of visual experiences, with applications spanning clinical diagnostics and brain-machine interfaces.

视觉图像重建是将大脑活动的感知内容解码为图像的技术,随着深度神经网络(dnn)和生成模型的融合,视觉图像重建已经取得了显著进展。这篇综述追溯了该领域的演变,从早期的分类方法到捕捉详细的、主观的视觉体验的复杂重建,强调了层次潜在表征、组合策略和模块化架构的作用。尽管取得了显著的进展,但挑战仍然存在,例如实现对未见图像的真正零射击泛化以及准确建模感知的复杂主观方面。我们讨论了对不同数据集的需求,与人类感知判断一致的精炼评估指标,以及增强模型鲁棒性和泛化性的组合表示。伦理问题,包括隐私、同意和潜在的滥用,被强调为负责任发展的关键考虑因素。视觉图像重建为神经编码提供了有希望的见解,并使视觉体验的新的心理测量成为可能,其应用跨越临床诊断和脑机接口。
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引用次数: 0
Retinal Connectomics: A Review 视网膜连接组学:综述
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2024-09-18 DOI: 10.1146/annurev-vision-102122-110414
Crystal L. Sigulinsky, Rebecca L. Pfeiffer, Bryan William Jones
The retina is an ideal model for understanding the fundamental rules for how neural networks are constructed. The compact neural networks of the retina perform all of the initial processing of visual information before transmission to higher visual centers in the brain. The field of retinal connectomics uses high-resolution electron microscopy datasets to map the intricate organization of these networks and further our understanding of how these computations are performed by revealing the fundamental topologies and allowable networks behind retinal computations. In this article, we review some of the notable advances that retinal connectomics has provided in our understanding of the specific cells and the organization of their connectivities within the retina, as well as how these are shaped in development and break down in disease. Using these anatomical maps to inform modeling has been, and will continue to be, instrumental in understanding how the retina processes visual signals.
视网膜是了解神经网络构建基本规律的理想模型。视网膜上紧凑的神经网络在将视觉信息传输到大脑的高级视觉中枢之前,完成了视觉信息的所有初始处理过程。视网膜连接组学领域使用高分辨率电子显微镜数据集来绘制这些网络的复杂组织结构图,并通过揭示视网膜计算背后的基本拓扑结构和允许的网络,进一步加深我们对这些计算如何进行的理解。在这篇文章中,我们将回顾视网膜连接组学在了解视网膜内特定细胞及其连接组织方面取得的一些显著进展,以及这些细胞在发育过程中是如何形成的,在疾病中又是如何分解的。利用这些解剖图为建模提供信息已经并将继续在了解视网膜如何处理视觉信号方面发挥重要作用。
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引用次数: 0
Digital Twin Studies for Reverse Engineering the Origins of Visual Intelligence 数字孪生研究逆向探究视觉智能的起源
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2024-09-18 DOI: 10.1146/annurev-vision-101322-103628
Justin N. Wood, Lalit Pandey, Samantha M.W. Wood
What are the core learning algorithms in brains? Nativists propose that intelligence emerges from innate domain-specific knowledge systems, whereas empiricists propose that intelligence emerges from domain-general systems that learn domain-specific knowledge from experience. We address this debate by reviewing digital twin studies designed to reverse engineer the learning algorithms in newborn brains. In digital twin studies, newborn animals and artificial agents are raised in the same environments and tested with the same tasks, permitting direct comparison of their learning abilities. Supporting empiricism, digital twin studies show that domain-general algorithms learn animal-like object perception when trained on the first-person visual experiences of newborn animals. Supporting nativism, digital twin studies show that domain-general algorithms produce innate domain-specific knowledge when trained on prenatal experiences (retinal waves). We argue that learning across humans, animals, and machines can be explained by a universal principle, which we call space-time fitting. Space-time fitting explains both empiricist and nativist phenomena, providing a unified framework for understanding the origins of intelligence.
大脑的核心学习算法是什么?先天论者认为智力来自于与生俱来的特定领域知识系统,而经验论者则认为智力来自于从经验中学习特定领域知识的通用领域系统。我们通过回顾旨在反向设计新生儿大脑学习算法的数字孪生研究,来探讨这一争论。在数字孪生研究中,新生动物和人工代理人在相同的环境中长大,并接受相同任务的测试,从而可以直接比较它们的学习能力。支持经验主义的数字孪生研究表明,当根据新生动物的第一人称视觉经验进行训练时,领域通用算法可以学习到类似动物的物体感知能力。支持原生论的数字孪生研究表明,当根据出生前的经验(视网膜波)进行训练时,领域通用算法会产生与生俱来的特定领域知识。我们认为,人类、动物和机器之间的学习可以用一个普遍原则来解释,我们称之为时空拟合。时空拟合同时解释了经验主义和本位主义现象,为理解智能的起源提供了一个统一的框架。
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引用次数: 0
Informing Endpoints for Clinical Trials of Geographic Atrophy 为地理萎缩临床试验的终点提供依据
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2024-09-18 DOI: 10.1146/annurev-vision-101922-045110
Eleonora M. Lad, Monika Fleckenstein, Frank G. Holz, Liangbo Shen, Lucian V. Del Priore, Rufino Silva, Giovanni Staurenghi, Nadia Waheed, Usha Chakravarthy
Geographic atrophy (GA), the non-neovascular advanced form of age-related macular degeneration, remains an important disease area in which treatment needs are currently unmet. Recent clinical trials using drugs that target the complement pathway have shown modest yet consistent reductions in GA expansion but without commensurate changes in measures of visual function. In this review, we summarize information from the wide range of studies describing the characteristics of GA morphology and enumerate the factors influencing the growth rates of lesions and the directionality of expansion. In addition, we review the relationship between GA growth and the various measures of vision that reflect changes in function. We consider the reasons for the discordance between the anatomical and functional endpoints in current use and discuss methods to align these key outcomes.
地理萎缩(GA)是老年性黄斑变性的一种非新血管性晚期形式,目前仍是一个治疗需求尚未得到满足的重要疾病领域。最近使用靶向补体途径的药物进行的临床试验显示,GA 的扩大程度虽有轻微但却持续减少,但视觉功能却没有相应的变化。在这篇综述中,我们总结了描述 GA 形态特征的大量研究信息,并列举了影响病变生长速度和扩展方向的因素。此外,我们还回顾了GA生长与反映功能变化的各种视力测量指标之间的关系。我们考虑了目前使用的解剖终点和功能终点不一致的原因,并讨论了调整这些关键结果的方法。
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引用次数: 0
Cellular and Molecular Mechanisms Regulating Retinal Synapse Development 调节视网膜突触发育的细胞和分子机制
IF 6 2区 医学 Q1 NEUROSCIENCES Pub Date : 2024-09-18 DOI: 10.1146/annurev-vision-102122-105721
Whitney A. Stevens-Sostre, Mrinalini Hoon
Synapse formation within the retinal circuit ensures that distinct neuronal types can communicate efficiently to process visual signals. Synapses thus form the core of the visual computations performed by the retinal circuit. Retinal synapses are diverse but can be broadly categorized into multipartner ribbon synapses and 1:1 conventional synapses. In this article, we review our current understanding of the cellular and molecular mechanisms that regulate the functional establishment of mammalian retinal synapses, including the role of adhesion proteins, synaptic proteins, extracellular matrix and cytoskeletal-associated proteins, and activity-dependent cues. We outline future directions and areas of research that will expand our knowledge of these mechanisms. Understanding the regulators moderating synapse formation and function not only reveals the integrated developmental processes that establish retinal circuits, but also divulges the identity of mechanisms that could be engaged during disease and degeneration.
视网膜回路中突触的形成确保了不同类型的神经元能够有效地进行交流,以处理视觉信号。因此,突触构成了视网膜回路进行视觉计算的核心。视网膜突触多种多样,但大致可分为多伙伴带状突触和 1:1 传统突触。在这篇文章中,我们回顾了目前对调节哺乳动物视网膜突触功能建立的细胞和分子机制的理解,包括粘附蛋白、突触蛋白、细胞外基质和细胞骨架相关蛋白以及活动依赖性线索的作用。我们概述了未来的研究方向和领域,这些研究将拓展我们对这些机制的认识。了解调节突触形成和功能的调节因子不仅能揭示建立视网膜电路的综合发育过程,还能揭示疾病和退化过程中可能涉及的机制。
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引用次数: 0
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Annual Review of Vision Science
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