Neural mechanisms of active vision in the fovea
中央凹主动视觉的神经机制
基本信息
- 批准号:10661104
- 负责人:
- 金额:$ 24.9万
- 依托单位:
- 依托单位国家:美国
- 项目类别:
- 财政年份:2022
- 资助国家:美国
- 起止时间:2022-08-01 至 2025-07-31
- 项目状态:未结题
- 来源:
- 关键词:AddressAge related macular degenerationAmericanBehaviorBehavioralBlindnessBrainCallithrixCodeCognitiveComputer ModelsCustomDataData SetDevelopmentDevelopment PlansDiseaseEnsureEsthesiaEyeEye MovementsFoundationsFrequenciesFundingGoalsGrantHumanImageLaboratoriesMachine LearningMeasurementMeasuresMentorsModelingModernizationMonkeysMotionNeuronsOutcomePeripheralPhasePhysiologyPopulationPositioning AttributePrimatesProcessRecoveryResearchResolutionRetinaRetinal DiseasesRoleSaccadesSamplingSeriesSignal TransductionStatistical ModelsStreamSystemTechniquesTestingTrainingUniversitiesV1 neuronV4 neuronVisionVisualVisual AcuityVisual CortexVisual FieldsVisual PathwaysVisual attentionWorkactive visionarea striataawakecareercareer developmentcentral visual fieldcomputerized toolsdata-driven modeldesignextrastriateextrastriate visual cortexflexibilityfovea centralisimprovedinterestlensneuralneural modelneuromechanismneurophysiologynew technologynovelprofessorreceptive fieldrepairedresponseretinal imagingsample fixationsensorskillsspatial visionspatiotemporalstatisticstoolvisual informationvisual neurosciencevisual processvisual processingvisual tracking
项目摘要
Neural mechanisms of active vision in the fovea
In many ways human vision is like a camera, with a lens that forms an image on a spatially
arranged sensor (the retina). However, it is unlike a camera because the sensor has uneven
sampling and is constantly moving with the eyes. Recent behavioral and theoretical work suggest
these eye movements serve a faciliatory role in high acuity vision – where the eye movements
are part of the computations and enhance spatial resolution. However, the neurophysiological
mechanisms to support this facilitation remain unknown. More broadly, little is known about the
neural mechanisms that integrate across the retinal motion generated by eye movements,
especially in the central visual field (the fovea). This is particularly important because over 8
million Americans suffer from central vision loss due to retinal disorders. Even if the retinal signals
could be repaired, it is imperative to understand how the brain reads out foveal signals to ensure
recovery of high-acuity visual processing, and fixational eye movements are a part of that process.
The proposed career development plan aims to address these questions by measuring visual
processing in the foveal representation of primary visual cortex (V1) during natural visual
behavior. This proposal uses custom high-resolution eye-tracking, a novel visual foraging
paradigm, largescale neurophysiology, and state-of-the-art machine learning to make these
measurements possible. The proposed research will not only generate fundamental
understanding of how eye-movements facilitate visual processing, but also will integrate the
experimental and theoretical tools required to support neurophysiological studies of active visual
processing without a loss of rigor or detail. The candidate has extensive expertise in awake-
behaving neurophysiology and computational modeling and the training plan is designed to
support his further training in statistical modeling, high-resolution eye-tracking, and modern
machine-learning techniques for analyzing neural population data. The primary mentor, Dr. Daniel
Butts, is a world expert in statistical models of neural activity during active vision; Co-mentor, Dr.
Michele Rucci, is a world leader in high-resolution eye tracking and theoretical approaches to
active vision; and Co-mentor, Dr. Jude Mitchell, is a pioneer in establishing the marmoset model
of visual neuroscience and an expert in neurophysiology of visual attention. Together, they will
provide the guidance to establish the candidate’s transition to a successful independent research
career.
中央凹中主动视力的神经机制
在许多方面,人类的视觉就像相机一样,镜头在空间上形成图像
布置传感器(视网膜)。但是,它与相机不同,因为传感器的v
采样,并不断用眼睛移动。最近的行为和理论工作暗示
这些眼动在高敏锐的视觉中起着促进的作用 - 眼睛运动
是计算的一部分,并增强空间分辨率。但是,神经生理学
支持此设施的机制仍然未知。更广泛地说,关于
跨眼运动产生的视网膜运动整合的神经机制,
特别是在中央视野(中央凹)。这尤其重要,因为超过8
百万美国人由于视网膜疾病而遭受中央视力损失。即使视网膜信号
可以修复,必须了解大脑如何读取动脉信号以确保
恢复高敏锐的视觉处理和固定眼运动是该过程的一部分。
拟议的职业发展计划旨在通过衡量视觉来解决这些问题
自然视觉中的原代视皮(V1)的凹起代表中的处理
行为。该提案使用自定义的高分辨率眼球,这是一种新颖的视觉觅食
范式,大规模神经生理学和最先进的机器学习
可能的测量。拟议的研究不仅会产生基本
了解眼动作如何促进视觉处理,但也将整合
支持主动视觉的神经生理研究所需的实验和理论工具
处理而不会损失严格或细节。候选人在清醒方面拥有广泛的专业知识 -
行为神经生理学和计算建模,培训计划旨在
支持他在统计建模,高分辨率眼球和现代方面的进一步培训
用于分析神经种群数据的机器学习技术。主要导师丹尼尔博士
Butts是活跃视力期间神经活动统计模型的世界专家;联合官员,博士
米歇尔·鲁奇(Michele Rucci)是高分辨率眼动和理论方法的世界领导者
主动视力;朱德·米切尔(Jude Mitchell)博士是建立马尔莫斯特(Marmoset)模型的先驱
视觉神经科学和视觉关注神经生理学专家。他们会在一起
提供指导以建立候选人向成功的独立研究的过渡
职业。
项目成果
期刊论文数量(3)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
A dynamic sequence of visual processing initiated by gaze shifts.
由目光转移引发的视觉处理的动态序列。
- DOI:10.1038/s41593-023-01481-7
- 发表时间:2023
- 期刊:
- 影响因子:25
- 作者:Parker,PhilipRL;Martins,DylanM;Leonard,EmmalynSP;Casey,NathanM;Sharp,ShelbyL;Abe,ElliottTT;Smear,MatthewC;Yates,JacobL;Mitchell,JudeF;Niell,CristopherM
- 通讯作者:Niell,CristopherM
Activity in primate visual cortex is minimally driven by spontaneous movements.
- DOI:10.1038/s41593-023-01459-5
- 发表时间:2023-11
- 期刊:
- 影响因子:25
- 作者:Talluri, Bharath Chandra;Kang, Incheol;Lazere, Adam;Quinn, Katrina R.;Kaliss, Nicholas;Yates, Jacob L.;Butts, Daniel A.;Nienborg, Hendrikje
- 通讯作者:Nienborg, Hendrikje
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Jacob L Yates其他文献
Jacob L Yates的其他文献
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