Learning temporal representations in cortex; mechanism and behavioral correlate
Learning temporal representations in cortex; mechanism and behavioral correlate
批准号:
8601953
负责人:
Marshall Gilmer Shuler
金额:
$39.3万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2012
资助国家:
美国
项目状态:
已结题
起止时间:
2012-03-10 至 2015-12-31
关键词:
AccountingAdaptive BehaviorsAddressAnimalsAttentionBase of the BrainBehaviorBehavioralBehavioral MechanismsBiologicalBrainComplexComputational TechniqueComputer SimulationCuesDataElectrophysiology (science)EtiologyEventExhibitsExpectancyImpaired cognitionLearningLinkMeasuresModelingNatureNetwork-basedNeuronsNeurosciencesOutcomePhysiologyProcessPropertyPsychological reinforcementPsychophysicsPublishingRecurrenceReportingResearch ProposalsRewardsRodentSeriesSignal TransductionSiteStimulusStructureSurveysSynapsesSystemTechniquesTestingTimeTime PerceptionUrsidae FamilyVisualWorkarea striataawakebasecholinergicconditioningextracellularin vivoinsightmemory processmodels and simulationnerve supplyneural modelneuromechanismnoveloptogeneticsprogramsrelating to nervous systemresearch studyresponsesimulationtheoriestime intervalvisual stimulus
中文摘要
点击翻译按钮获取中文摘要
英文摘要
DESCRIPTION (provided by applicant): This is a resubmission of a research proposal to uncover the basis of timing estimation in the brain based on recent experimental and theoretical advances. This is a combined experimental and computational proposal. A fundamental task accomplished by the brain is the formation of adaptive behaviors generated in response to learned contingencies between environmental stimuli. Yet, the neural process by which we learn the behavioral relevance of environmental cues, specifically visual cues, and the mechanism by which brains generate temporal expectancies based on such visual evidence, is unknown. Exemplifying this process and motivating the work proposed here is the unexpected finding by Shuler and Bear[1] that pairing visual stimuli with delayed reward leads to the emergence of reward-timing activity in the primary visual cortex (V1). This finding suggests that V1 does not act simply as a passive filter bank surveying the visual world, but instead contains complex internal programs that signal the behavioral relevance of visual events, and participates in computing the animals' behavioral response. Based on these recent findings, we developed a network-based theory of timing computation in cortex. This theory can account both for how times are computed and how they are learned. In this proposal we develop and test this model for understanding this issue, proffering a series of experimentally tractable predictions that test a radical notion: Learning visually-cued expectancies occurs locally within the primary visual cortex (V1) as a result of an interaction between an impinging reinforcement signal conveying the outcome of behavior with prior synaptic activity. We will test using optogenetic techniques, the identity and nature of the reward signal in V1, and consequently also test if the computation is local to V1. Using a combination of behavioral electrophysiology and computational techniques we will establish if there is a relationship between the observed dynamics in V1 and behavior and manipulate that relationship ontogenetically, and also account for the experimentally observed scalar property in time perception on the basis of the observed physiology and the computational model, all hallmarks of our model. The neural mechanism by which V1 - and more broadly, cortex - comes to express cue-reward intervals is unknown and is addressed in this study. Consequently, the results of this study will bear greatly on neural processes of memory and learning, forming a basis of understanding for cognitive dysfunction.
期刊论文(8)
专著(0)
科研奖励(0)
会议论文
登录
查看更多内容
Report of interval timing or action?
间隔时间或行动的报告?
DOI:
10.1073/pnas.1404555111
发表时间:
2014
期刊:
Proceedings of the National Academy of Sciences of the United States of America
影响因子:
11.1
作者:
[Namboodiri,VijayMohanK, HussainShuler,MarshallG]
通讯作者:
HussainShuler,MarshallG
The hunt for the perfect discounting function and a reckoning of time perception.
寻找完美的折扣功能和时间感知的计算。
DOI:
10.1016/j.conb.2016.06.019
发表时间:
2016
期刊:
Current opinion in neurobiology
影响因子:
5.7
作者:
[Namboodiri,VijayMk, HussainShuler,MarshallG]
通讯作者:
HussainShuler,MarshallG
Timing in the visual cortex and its investigation.
视觉皮层的时间及其研究。
DOI:
10.1016/j.cobeha.2016.02.006
发表时间:
2016-04
期刊:
Current opinion in behavioral sciences
影响因子:
5
作者:
[Shuler MG]
通讯作者:
Shuler MG
DOI:
10.3389/fnhum.2014.00438
发表时间:
2014
期刊:
Frontiers in human neuroscience
影响因子:
2.9
作者:
[Shouval HZ, Hussain Shuler MG, Agarwal A, Gavornik JP]
通讯作者:
Gavornik JP
Analytical Calculation of Errors in Time and Value Perception Due to a Subjective Time Accumulator: A Mechanistic Model and the Generation of Weber's Law.
主观时间累加器造成的时间和价值感知误差的分析计算:机械模型和韦伯定律的生成。
DOI:
10.1162/neco_a_00792
发表时间:
2016
期刊:
Neural computation
影响因子:
2.9
作者:
[Namboodiri,VijayMohanK, Mihalas,Stefan, HussainShuler,MarshallG]
通讯作者:
HussainShuler,MarshallG
共 6 条
The production, learning, and behavioral significance of outcome prediction signaling in the corticostriatal circuit
-
批准号:10642803
-
项目类别:
-
资助金额:$56.58万
-
财政年份:2020
-
负责人:Marshall Gilmer Shuler
-
依托单位:
The production, learning, and behavioral significance of outcome prediction signaling in the corticostriatal circuit
-
批准号:10405500
-
项目类别:
-
资助金额:$56.58万
-
财政年份:2020
-
负责人:Marshall Gilmer Shuler
-
依托单位:
The production, learning, and behavioral significance of outcome prediction signaling in the corticostriatal circuit
-
批准号:10227780
-
项目类别:
-
资助金额:$56.58万
-
财政年份:2020
-
负责人:Marshall Gilmer Shuler
-
依托单位:
The production, learning, and behavioral significance of outcome prediction signaling in the corticostriatal circuit
-
批准号:10027816
-
项目类别:
-
资助金额:$59.56万
-
财政年份:2020
-
负责人:Marshall Gilmer Shuler
-
依托单位:
Learning temporal representations in cortex; mechanism and behavioral correlate
-
批准号:8442298
-
项目类别:
-
资助金额:$37.77万
-
财政年份:2012
-
负责人:Marshall Gilmer Shuler
-
依托单位:
Learning temporal representations in cortex; mechanism and behavioral correlate
-
批准号:8237558
-
项目类别:
-
资助金额:$40.9万
-
财政年份:2012
-
负责人:Marshall Gilmer Shuler
-
依托单位:
The neuronal mechanism of reward timing in the primary visual cortex
-
批准号:7993519
-
项目类别:
-
资助金额:$40.59万
-
财政年份:2008
-
负责人:Marshall Gilmer Shuler
-
依托单位:
The neuronal mechanism of reward timing in the primary visual cortex
-
批准号:8204486
-
项目类别:
-
资助金额:$40.59万
-
财政年份:2008
-
负责人:Marshall Gilmer Shuler
-
依托单位:
The neuronal mechanism of reward timing in the primary visual cortex
-
批准号:7563443
-
项目类别:
-
资助金额:$37.16万
-
财政年份:2008
-
负责人:Marshall Gilmer Shuler
-
依托单位:
The neuronal mechanism of reward timing in the primary visual cortex
-
批准号:7752615
-
项目类别:
-
资助金额:$41.0万
-
财政年份:2008
-
负责人:Marshall Gilmer Shuler
-
依托单位:
The neuronal mechanism of reward timing in the primary visual cortex
-
批准号:8391264
-
项目类别:
-
资助金额:$38.97万
-
财政年份:2008
-
负责人:Marshall Gilmer Shuler
-
依托单位:
TRANSCALLOSAL INTEGRATION OF INFORMATION IN RATS
-
批准号:6209253
-
项目类别:
-
资助金额:$3.26万
-
财政年份:2000
-
负责人:Marshall Gilmer Shuler
-
依托单位:
海外基金