Association Learning

联想学习
  • 文章类型: Journal Article
    背景:单峰的几项研究已经证明了偏头痛的感觉过程改变,尤其是视觉上的,任务。虽然有一些有限的证据表明偏头痛患者的多感官加工可能发生改变,这方面仍然相对有待探索。这项研究调查了无先兆偏头痛患者与匹配对照组相比的发作间认知表现,专注于联想学习,召回,并通过声面测试转移能力,基于罗格斯大学获得等效测试原理的视听测试。
    方法:将42名自愿偏头痛患者的表现与42名匹配对照的数据进行比较,从之前参加过测试的健康志愿者的数据库中选择。这项研究旨在比较各组在学习方面的表现,召回,以及转移学习联想的能力。
    结果:偏头痛患者表现出明显优于对照组的联想学习,需要更少的试验,并且在采集阶段产生更少的错误。然而,在检索错误率方面没有观察到显著差异,泛化错误率,或偏头痛患者和对照组在测试后期的反应时间。
    结论:我们的研究结果支持以前的研究,结论是多感官处理在偏头痛中表现出独特的模式。在成年偏头痛患者中,联想视听对学习比匹配的对照更有效的具体发现是出乎意料的。如果这种现象不是人为的,可以认为这是偏头痛中存在的超敏反应和多感觉整合的感觉阈值降低效应的综合结果.
    BACKGROUND: Altered sensory processing in migraine has been demonstrated by several studies in unimodal, and especially visual, tasks. While there is some limited evidence hinting at potential alterations in multisensory processing among migraine sufferers, this aspect remains relatively unexplored. This study investigated the interictal cognitive performance of migraine patients without aura compared to matched controls, focusing on associative learning, recall, and transfer abilities through the Sound-Face Test, an audiovisual test based on the principles of the Rutgers Acquired Equivalence Test.
    METHODS: The performance of 42 volunteering migraine patients was compared to the data of 42 matched controls, selected from a database of healthy volunteers who had taken the test earlier. The study aimed to compare the groups\' performance in learning, recall, and the ability to transfer learned associations.
    RESULTS: Migraine patients demonstrated significantly superior associative learning as compared to controls, requiring fewer trials, and making fewer errors during the acquisition phase. However, no significant differences were observed in retrieval error ratios, generalization error ratios, or reaction times between migraine patients and controls in later stages of the test.
    CONCLUSIONS: The results of our study support those of previous investigations, which concluded that multisensory processing exhibits a unique pattern in migraine. The specific finding that associative audiovisual pair learning is more effective in adult migraine patients than in matched controls is unexpected. If the phenomenon is not an artifact, it may be assumed to be a combined result of the hypersensitivity present in migraine and the sensory threshold-lowering effect of multisensory integration.
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  • 文章类型: Journal Article
    巴甫洛夫条件通常与敏化区分开,但巴甫洛夫条件刺激(CS)也会导致敏化。巴甫洛夫CS可以敏感地响应与无条件刺激(美国)或美国本身有关的探测刺激。巴甫洛夫敏化已经在防御中进行了研究,性,和喂养系统。在巴甫洛夫敏化中,例如,焦点不在由CS直接引起的条件响应(CR)上,而是在由CS激活的响应模式上。响应模式的激活增加了特定响应的概率,并且还增加了对各种刺激的反应性。巴甫洛夫敏化反映了这种刺激反应性的增加。巴甫洛夫敏化有助于在不发生常规CR的情况下发现成功的学习。巴甫洛夫敏化还鼓励扩大我们对巴甫洛夫条件的概念,以包括传入过程的变化。讨论了生物适应性以及基础和转化研究的含义。
    Pavlovian conditioning is typically distinguished from sensitization but a Pavlovian conditional stimulus (CS) also results in sensitization. A Pavlovian CS can sensitize responding to a probe stimulus that is related to the unconditional stimulus (US) or to the US itself. Pavlovian sensitization has been studied in the defensive, sexual, and feeding systems. In Pavlovian sensitization, the focus is not on a conditional response (CR) directly elicited by the CS but on the response mode that is activated by the CS. Activation of a response mode increases the probability of particular responses and also increases reactivity to various stimuli. Pavlovian sensitization reflects this increased stimulus reactivity. Pavlovian sensitization helps uncover successful learning in situations where a conventional CR does not occur. Pavlovian sensitization also encourages broadening our conceptions of Pavlovian conditioning to include changes in afferent processes. Implications for biological fitness and for basic and translational research are discussed.
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  • 文章类型: Journal Article
    突触增强作用与感觉皮层的学习有关,但是这种增强与感觉诱发的神经活动增加之间的联系尚不清楚。这里,我们在清醒小鼠的桶状皮层中使用了体内纵向Ca2+成像,以检验以下假设:在学习晶须依赖性感觉联想任务期间,兴奋性突触强度的增加与刺激诱发的放电增强相关.为了将刺激诱发的反应从动态中分离出来,与任务相关的活动,成像是在训练环境之外进行的.尽管先前的研究表明,多晶须刺激驱动强大的亚阈值活动,我们在对照和训练小鼠中观察到L2/3锥体(Pyr)神经元的稀疏激活。尽管有证据表明,在学习开始时,该大脑区域的丘脑皮质和皮质内突触的兴奋性突触增强,在我们的成像条件下,丘脑皮层轴突被强烈激活-我们观察到体感(桶形)皮层中的L2/3Pyr神经元仅显示出适度的刺激诱发活动增加,这些活动集中在训练开始时.活动在更长的训练时间内重新规范化。相比之下,当刺激和奖励在伪感应范式中分离时,L2/3Pyr神经元的刺激诱发活动受到显着抑制。这些发现表明,感觉联想训练而不是没有耦合奖励的感觉刺激可能会短暂增强感觉诱发的活动,这种现象可能有助于在学习开始时将感觉输入与行为结果联系起来。
    Synaptic potentiation has been linked to learning in sensory cortex, but the connection between this potentiation and increased sensory-evoked neural activity is not clear. Here, we used longitudinal in vivo Ca2+ imaging in the barrel cortex of awake mice to test the hypothesis that increased excitatory synaptic strength during the learning of a whisker-dependent sensory-association task would be correlated with enhanced stimulus-evoked firing. To isolate stimulus-evoked responses from dynamic, task-related activity, imaging was performed outside of the training context. Although prior studies indicate that multiwhisker stimuli drive robust subthreshold activity, we observed sparse activation of L2/3 pyramidal (Pyr) neurons in both control and trained mice. Despite evidence for excitatory synaptic strengthening at thalamocortical and intracortical synapses in this brain area at the onset of learning-indeed, under our imaging conditions thalamocortical axons were robustly activated-we observed that L2/3 Pyr neurons in somatosensory (barrel) cortex displayed only modest increases in stimulus-evoked activity that were concentrated at the onset of training. Activity renormalized over longer training periods. In contrast, when stimuli and rewards were uncoupled in a pseudotraining paradigm, stimulus-evoked activity in L2/3 Pyr neurons was significantly suppressed. These findings indicate that sensory-association training but not sensory stimulation without coupled rewards may briefly enhance sensory-evoked activity, a phenomenon that might help link sensory input to behavioral outcomes at the onset of learning.
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  • 文章类型: Journal Article
    将可口的风味(US)与最初的中性风味提示(CS)配对会导致对后者的条件偏好。已经提出了两个主要关联来解释风味偏好的获得:风味-风味和风味-营养学习。尽管美国消费引发的快感反应也被认为是获得风味偏好的潜在附加成分,这个问题很少受到关注。在这里,我们探索了使用大鼠作为受试者和蔗糖作为US的CS-US化合物的训练量是否可以有利于形成风味-Hedonic反应关联。我们预计接触CS-US化合物越多,S-R型关联越强。由于S-R协会对贬值程序不敏感,我们使用了一种特定于感觉的饱和度程序来在调节后使美国贬值,然后测量了对CS的偏好。在实验1中,进行了简短的限制性训练(经典程序),与对照条件相比,美国贬值后对CS的偏好下降。在实验2中,通过简短的无限制训练,对CS的偏好再次减弱。实验3进行了长时间的无限制训练,无论贬值程序如何,大鼠都表示偏爱CS。这些结果表明,就像工具范式一样,在风味偏好学习方面的广泛培训削弱了美国的贬值效应。
    Pairing a palatable flavor (US) with an initially neutral flavor cue (CS) results in an acquired conditioned preference for the latter. Two main associations have been proposed to explain the acquisition of flavor preferences: Flavor-Flavor and Flavor-Nutrient learning. Although the hedonic reaction triggered by US consumption has also been suggested as a possible additional component underlying acquired flavor preference, this issue has received little attention. Here we explored whether the amount of training to the CS-US compound can favor the formation of a Flavor-Hedonic reaction association using rats as subjects and sucrose as the US. We expected that the more exposure to the CS-US compound, the stronger the S-R type association. Since S-R associations are not sensitive to devaluation procedures, we used a Sensory-Specific Satiety procedure to devalue the US after conditioning and then measured preferences for the CS. On Experiment 1 with a short restrictive training (classic procedure), preference for the CS was decreased after devaluation of the US compared to the control condition. On Experiment 2, with short unrestrictive training, preference for the CS was again weakened. Experiment 3 with a long unrestrictive training, rats expressed preference for the CS regardless of the devaluation procedure. These results suggest that, as with an instrumental paradigm, extensive training in flavor preference learning undermines the US devaluation effect.
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  • 文章类型: Journal Article
    近年来,我们对精神分裂症阳性症状的理解有了重大进展,比如幻觉和妄想.通过在人类受试者和临床前动物模型中使用基于联想学习的方法,这一进展得到了显着帮助。这里,我们首先回顾了实验研究,重点是使用三种不同的条件现象对缺失刺激的异常处理:条件性幻觉,介导的条件,和跟踪调理。然后,我们回顾了研究使用习惯化减少物理存在但信息冗余刺激的局灶性处理能力的研究,潜在抑制,和阻塞。然后在Wagner(1981)的标准操作程序模型的框架内总结这些不同的研究路线的结果,一种联想学习模型,明确引用了当前和不存在的刺激的内部表示。在这个框架内,与阳性症状相关的中枢缺陷可以描述为未能抑制缺失刺激和存在但无关的刺激的局灶性处理。这可以解释在不同的实验设置中获得的广泛的结果。最后,我们简要讨论了海马体的作用及其与多巴胺能传递的相互作用在这种异常刺激表征和学习中的出现。总的来说,我们希望联想学习方法提供的理论框架和实证结果将继续促进和整合在心理和行为层面进行的精神分裂症分析,一方面,在另一个神经和分子水平上,通过充当它们之间的有用接口。(PsycInfo数据库记录(c)2024APA,保留所有权利)。
    In recent years, there have been significant advances in our understanding of the positive symptoms of schizophrenia, such as hallucinations and delusions. This progress has been significantly aided by the use of associative learning-based approaches in human subjects and preclinical animal models. Here, we first review experimental research focusing on the abnormal processing of absent stimuli using three different conditioning phenomena: conditioned hallucinations, mediated conditioning, and trace conditioning. We then review studies investigating the ability to reduce focal processing of physically present but informationally redundant stimuli using habituation, latent inhibition, and blocking. The results of these different lines of research are then summarized within the framework of Wagner\'s (1981) standard operating procedures model, an associative learning model with explicit reference to the internal representations of both present and absent stimuli. Within this framework, the central deficit associated with positive symptoms can be described as a failure to suppress the focal processing of both absent stimuli and present but irrelevant stimuli. This can explain the wide range of results obtained in different experimental settings. Finally, we briefly discuss the role of the hippocampus and its interaction with dopaminergic transmission in the emergence of such abnormal stimulus representations and learning. Overall, we hope that the theoretical framework and empirical findings offered by the associative learning approach will continue to facilitate and integrate analyses of schizophrenia conducted at the psychological and behavioral levels on the one hand, and at the neural and molecular levels on the other, by serving as a useful interface between them. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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  • 文章类型: Journal Article
    在环境刺激之间建立关联的能力是诸如状态推断和泛化之类的高阶大脑功能的基础。海马和眶额叶皮层(OFC)在其中起着关键作用,表现出联想学习后复杂的神经活动变化。然而,他们对代表学习协会的贡献程度尚不清楚。这里,我们训练头部受约束的小鼠学习由几个任务变量组成的四个“气味-结果”序列对——过去和现在的气味提示,“提示-结果”排列的序列结构,和预期的结果;并在整个学习过程中对这些小鼠进行钙成像。在两个大脑区域都检测到区分成对序列的序列分裂信号,反映联想记忆的形成。严重的,我们通过检查发现代表性协会的不同内容,在每个区域,这些任务变量如何影响序列对之间的分裂信号泛化。具体来说,海马分裂信号受到定义特定感官体验的过去和当前线索组合的影响。相比之下,OFC分裂信号在共享相同序列结构和预期结果的序列对之间是相似的。这些发现表明,海马和OFC独特而互补地组织了获得的关联结构。
    The ability to establish associations between environmental stimuli is fundamental for higher-order brain functions like state inference and generalization. Both the hippocampus and orbitofrontal cortex (OFC) play pivotal roles in this, demonstrating complex neural activity changes after associative learning. However, how precisely they contribute to representing learned associations remains unclear. Here, we train head-restrained mice to learn four \'odor-outcome\' sequence pairs composed of several task variables-the past and current odor cues, sequence structure of \'cue-outcome\' arrangement, and the expected outcome; and perform calcium imaging from these mice throughout learning. Sequence-splitting signals that distinguish between paired sequences are detected in both brain regions, reflecting associative memory formation. Critically, we uncover differential contents in represented associations by examining, in each area, how these task variables affect splitting signal generalization between sequence pairs. Specifically, the hippocampal splitting signals are influenced by the combination of past and current cues that define a particular sensory experience. In contrast, the OFC splitting signals are similar between sequence pairs that share the same sequence structure and expected outcome. These findings suggest that the hippocampus and OFC uniquely and complementarily organize the acquired associative structure.
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  • 文章类型: Journal Article
    病毒感染可能不利于西方蜜蜂Apismellifera的觅食能力。畸形翼病毒(DWV)是最常见的蜜蜂病毒,已被认为是学习和记忆障碍的可能原因。然而,到目前为止,这种现象的证据来自人工感染的蜜蜂,而对病毒自然感染的影响知之甚少。使用长鼻扩展反射(PER),我们发现简单的联想学习任务和自然DWV负荷之间没有显著关联.然而,当通过反向联想学习试验进行评估时,DWV负载较高的蜜蜂在反转学习阶段表现更好。DWV能够在蜜蜂蘑菇体内复制,其中GABA能信号通路对联想学习有拮抗作用,但对逆转学习至关重要。因此,我们评估了具有不同学习反应的蜜蜂中几种GABA相关基因的表达模式。有趣的是,选定基因的蘑菇体表达与DWV负荷呈正相关,但只适用于具有良好逆转学习表现的蜜蜂。我们假设DWV可以通过增强GABA能抑制对未奖励刺激的反应来改善嗅觉学习表现,这与我们观察到的行为模式是一致的。然而,在更高的疾病负担下,这可能是由人工感染或严重的,瓦螨属自然侵染,正如其他研究先前报道的,这种DWV相关的GABA信号增加可能会损害联想学习.
    Viral infections can be detrimental to the foraging ability of the western honey bee, Apis mellifera. The deformed wing virus (DWV) is the most common honey bee virus and has been proposed as a possible cause of learning and memory impairment. However, evidence for this phenomenon so far has come from artificially infected bees, while less is known about the implications of natural infections with the virus. Using the proboscis extension reflex (PER), we uncovered no significant association between a simple associative learning task and natural DWV load. However, when assessed through a reversal associative learning assay, bees with higher DWV load performed better in the reversal learning phase. DWV is able to replicate in the honey bee mushroom bodies, where the GABAergic signalling pathway has an antagonistic effect on associative learning but is crucial for reversal learning. Hence, we assessed the pattern of expression of several GABA-related genes in bees with different learning responses. Intriguingly, mushroom body expression of selected genes was positively correlated with DWV load, but only for bees with good reversal learning performance. We hypothesise that DWV might improve olfactory learning performance by enhancing the GABAergic inhibition of responses to unrewarded stimuli, which is consistent with the behavioural patterns that we observed. However, at higher disease burdens, which might be induced by an artificial infection or by a severe, natural Varroa infestation, this DWV-associated increase in GABA signalling could impair associative learning as previously reported by other studies.
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  • 文章类型: Journal Article
    动物大脑需要存储信息来构建其环境的表示。对过去发生的事情的了解使脊椎动物和无脊椎动物都可以通过回忆以前的经验来预测未来的结果。尽管无脊椎动物和脊椎动物的大脑在分子上有共同的原理,细胞,和电路架构层面,还有明显的差异,例如使用乙酰胆碱与谷氨酸作为各自中枢神经系统中主要的兴奋性神经递质。尽管如此,穿过中枢神经系统,突触可塑性被认为是记忆存储的主要基底。因此,学习后大脑回路和突触接触如何变化对于理解与任何动物行为相关的大脑计算具有根本意义。果蝇蘑菇体(MB)的嗅觉联想学习后,在理解这种可塑性变化方面取得了最新进展。当前的记忆引导行为选择框架基于MB偏斜模型,其中拮抗性突触通路的强度被选择性地改变。这里,我们回顾了果蝇MB输出通路可塑性的见解,并更新了果蝇MB神经元突触前区和突触后区室可塑性的已知信息.
    Animal brains need to store information to construct a representation of their environment. Knowledge of what happened in the past allows both vertebrates and invertebrates to predict future outcomes by recalling previous experience. Although invertebrate and vertebrate brains share common principles at the molecular, cellular, and circuit-architectural levels, there are also obvious differences as exemplified by the use of acetylcholine versus glutamate as the considered main excitatory neurotransmitters in the respective central nervous systems. Nonetheless, across central nervous systems, synaptic plasticity is thought to be a main substrate for memory storage. Therefore, how brain circuits and synaptic contacts change following learning is of fundamental interest for understanding brain computations tied to behavior in any animal. Recent progress has been made in understanding such plastic changes following olfactory associative learning in the mushroom bodies (MBs) of Drosophila A current framework of memory-guided behavioral selection is based on the MB skew model, in which antagonistic synaptic pathways are selectively changed in strength. Here, we review insights into plasticity at dedicated Drosophila MB output pathways and update what is known about the plasticity of both pre- and postsynaptic compartments of Drosophila MB neurons.
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  • 文章类型: Journal Article
    联想学习使行为决策的自适应调整的基础上,预测结果。学到的东西的效价不仅受到学到的刺激及其时间关系的影响,还有以前的经验和内部状态。在这项研究中,我们使用果蝇果蝇果蝇来证明,参与联想嗅觉学习的神经元回路在长期低热量食物摄入期间会发生重构。具体来说,我们观察到蘑菇体不同区室的特定多巴胺能神经元(DANs)和Kenyon细胞之间的连接减少。这种结构的突触可塑性取决于特定DAN中是否存在抑制素A受体,并且可以通过在这些DAN中表达光活化的腺苷酸环化酶来进行光遗传学模拟。重要的是,我们发现突触连接的这种重排影响了令人厌恶的,惩罚引起的嗅觉学习,但不影响食欲,基于奖励的学习。无论是由长期低热量条件还是cAMP水平的光遗传学操纵诱导,这种突触重排导致厌恶性联想学习的减少。因此,正负增强信号之间的平衡发生了变化,减少学习避免发出负面结果信号的气味线索的能力。这些结果举例说明了学习和记忆所需的神经元回路如何根据先前对食物营养价值的经验而经历结构可塑性。
    Associative learning enables the adaptive adjustment of behavioral decisions based on acquired, predicted outcomes. The valence of what is learned is influenced not only by the learned stimuli and their temporal relations, but also by prior experiences and internal states. In this study, we used the fruit fly Drosophila melanogaster to demonstrate that neuronal circuits involved in associative olfactory learning undergo restructuring during extended periods of low-caloric food intake. Specifically, we observed a decrease in the connections between specific dopaminergic neurons (DANs) and Kenyon cells at distinct compartments of the mushroom body. This structural synaptic plasticity was contingent upon the presence of allatostatin A receptors in specific DANs and could be mimicked optogenetically by expressing a light-activated adenylate cyclase in exactly these DANs. Importantly, we found that this rearrangement in synaptic connections influenced aversive, punishment-induced olfactory learning but did not impact appetitive, reward-based learning. Whether induced by prolonged low-caloric conditions or optogenetic manipulation of cAMP levels, this synaptic rearrangement resulted in a reduction of aversive associative learning. Consequently, the balance between positive and negative reinforcing signals shifted, diminishing the ability to learn to avoid odor cues signaling negative outcomes. These results exemplify how a neuronal circuit required for learning and memory undergoes structural plasticity dependent on prior experiences of the nutritional value of food.
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  • 文章类型: Journal Article
    大脑如何将感觉信息转化为复杂的行为?神经元数量相对较少,可读的行为输出,和一个无与伦比的遗传工具包,果蝇蘑菇体(MB)在联想学习和记忆的背景下提供了一个很好的模型来解决这个问题。最近的技术突破,比如刚刚完成的全脑连接体,多组学方法,CRISPR介导的基因编辑,和机器学习技术,导致了我们对分子MB电路的理解的重大进步,结构,生理,和功能层面。尽管在个别甲基溴领域取得了重大进展,该领域仍然面临着解决这些不同层面如何结合和相互作用以最终控制个体苍蝇行为的根本挑战。在这次审查中,我们讨论MB研究的各个方面,关注当前的知识差距,以及对未来方法论发展的展望,以达到学习和记忆的神经生物学基础的整体观点。
    How does the brain translate sensory information into complex behaviors? With relatively small neuronal numbers, readable behavioral outputs, and an unparalleled genetic toolkit, the Drosophila mushroom body (MB) offers an excellent model to address this question in the context of associative learning and memory. Recent technological breakthroughs, such as the freshly completed full-brain connectome, multiomics approaches, CRISPR-mediated gene editing, and machine learning techniques, led to major advancements in our understanding of the MB circuit at the molecular, structural, physiological, and functional levels. Despite significant progress in individual MB areas, the field still faces the fundamental challenge of resolving how these different levels combine and interact to ultimately control the behavior of an individual fly. In this review, we discuss various aspects of MB research, with a focus on the current knowledge gaps, and an outlook on the future methodological developments required to reach an overall view of the neurobiological basis of learning and memory.
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