operant conditioning

操作条件
  • 文章类型: Journal Article
    阿司匹林(乙酰水杨酸,ASA),一种广泛使用的非甾体抗炎药很容易进入污水中,因此有必要研究阿司匹林对水生生物行为的影响。先前对哺乳动物的研究表明,ASA可以改变恐惧和焦虑样行为。在大池塘蜗牛里,ASA已被证明可以阻断由脂多糖注射引起的“疾病状态”,该脂多糖会上调免疫和压力相关基因,从而改变行为反应。在Lymnaea,根据刺激类型和强度,引发生理压力可能会增强记忆形成或阻止其恢复。在这里,我们研究了在学习过程中,当ASA暴露伴随着捕食者提示引起的压力时,ASA是否会改变小龙虾捕食者经历过的Lymnaea中两种形式的联想学习记忆。这两个培训程序是:1)空中呼吸的操作条件;和2)更高的学习形式,称为配置学习,这取决于唤起恐惧反应。我们在这里表明,ASA本身不会改变稳态空中呼吸,摄食行为或长期记忆(LTM)形成的操作性条件空中呼吸。然而,ASA阻止了通常通过在捕食者线索中训练蜗牛而引起的LTM形成的增强。ASA还阻止了配置学习,它利用了捕食者线索引起的恐惧反应。因此,ASA改变了Lymnaea对捕食者检测的认知反应。
    Aspirin (Acetylsalicylic acid, ASA), one of the widely used non-steroid anti-inflammatory drugs can easily end up in sewage effluents and thus it becomes necessary to investigate the effects of aspirin on behaviour of aquatic organisms. Previous studies in mammals have shown ASA to alter fear and anxiety-like behaviours. In the great pond snail Lymnaea stagnalis, ASA has been shown to block a \'sickness state\' induced by lipopolysaccharide injection which upregulates immune and stress-related genes thus altering behavioural responses. In Lymnaea, eliciting physiological stress may enhance memory formation or block its retrieval depending on the stimulus type and intensity. Here we examine whether ASA will alter two forms of associative-learning memory in crayfish predator-experienced Lymnaea when ASA exposure accompanies predator-cue-induced stress during the learning procedure. The two trainings procedures are: 1) operant conditioning of aerial respiration; and 2) a higher form of learning, called configural learning, which here is dependent on evoking a fear response. We show here that ASA alone does not alter homeostatic aerial respiration, feeding behaviour or long-term memory (LTM) formation of operantly conditioned aerial respiration. However, ASA blocked the enhancement of LTM formation normally elicited by training snails in predator cue. ASA also blocked configural learning, which makes use of the fear response elicited by the predator cue. Thus, ASA alters how Lymnaea responds cognitively to predator detection.
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  • 文章类型: Journal Article
    强化学习激发了神经科学中的许多理论化,认知科学,机器学习,和AI。一个核心问题涉及在行动和强化之间产生偶然性的条件-信贷分配问题。当代的联想和强化学习模型不利用时间度量(测量间隔)。我们的信息理论方法通过时间尺度不变的时间互信息形式化了偶然性。它预测,即使有极长的行动强化延迟,学习也可能会迅速进行。我们证明老鼠可以在一次强化后学习一个动作,即使在动作和强化之间有16分钟的延迟(比以前显示的支持这种学习的任何延迟都长15倍)。通过利用度量时间信息,我们的解决方案消除了对可关联窗口的需要,呈指数级衰减的资格痕迹,微刺激,或贝叶斯信念状态的分布。它的三个方程没有自由参数;他们预测一次学习没有迭代模拟。
    Reinforcement learning inspires much theorizing in neuroscience, cognitive science, machine learning, and AI. A central question concerns the conditions that produce the perception of a contingency between an action and reinforcement-the assignment-of-credit problem. Contemporary models of associative and reinforcement learning do not leverage the temporal metrics (measured intervals). Our information-theoretic approach formalizes contingency by time-scale invariant temporal mutual information. It predicts that learning may proceed rapidly even with extremely long action-reinforcer delays. We show that rats can learn an action after a single reinforcement, even with a 16-min delay between the action and reinforcement (15-fold longer than any delay previously shown to support such learning). By leveraging metric temporal information, our solution obviates the need for windows of associability, exponentially decaying eligibility traces, microstimuli, or distributions over Bayesian belief states. Its three equations have no free parameters; they predict one-shot learning without iterative simulation.
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  • 文章类型: Journal Article
    中脑边缘多巴胺(DA)系统的突触可塑性有助于成瘾行为和复发的神经适应。然而,谷氨酸能兴奋性驱动多巴胺D1受体(D1R)表达神经元在介导可卡因增强作用中的特定行为相关性尚不清楚。这里,我们使用在表达D1R的神经元中缺乏谷氨酸受体基因Gria1或Grin1的突变小鼠品系(分别为GluA1D1CreERT2或GluN1D1CreERT2),研究了中脑AMPAR和NMDAR功能如何调节可卡因奖励相关行为.我们发现,与同窝对照相比,该神经元亚群中GluA1或GluN1的条件性遗传缺失不会影响急性可卡因注射增加颅内自我刺激(ICSS)比率或降低脑奖励阈值的能力。此外,我们的数据表明,在D1R表达的神经元中,GluA1和GluN1受体亚基的缺失并不影响可卡因的强化,突变小鼠表现出与对照组相当的可卡因反应和摄入量。鉴于谷氨酸受体在介导复发行为中的关键作用,我们进一步探讨了AMPAR和NMDAR基因缺失对D1R表达神经元在灭绝后提示诱导的恢复的影响。令人惊讶的是,在这些神经元上删除AMPAR和NMDAR不会损害线索诱导的可卡因寻求行为的恢复。这些发现表明,在表达D1R的神经元中通过NMDAR和AMPAR的谷氨酸能活性可能不仅介导可卡因的增强作用和提示诱导的恢复。
    Synaptic plasticity in the mesolimbic dopamine (DA) system contributes to the neural adaptations underlying addictive behaviors and relapse. However, the specific behavioral relevance of glutamatergic excitatory drive onto dopamine D1 receptor (D1R)-expressing neurons in mediating the reinforcing effect of cocaine remains unclear. Here, we investigated how midbrain AMPAR and NMDAR function modulate cocaine reward-related behavior using mutant mouse lines lacking the glutamate receptor genes Gria1 or Grin1 in D1R-expressing neurons (GluA1D1CreERT2 or GluN1D1CreERT2, respectively). We found that conditional genetic deletion of either GluA1 or GluN1 within this neuronal sub-population did not impact the ability of acute cocaine injection to increase intracranial self-stimulation (ICSS) ratio or reduced brain reward threshold compared to littermate controls. Additionally, our data demonstrate that deletion of GluA1 and GluN1 receptor subunits within D1R-expressing neurons did not affect cocaine reinforcement in an operant self-administration paradigm, as mutant mice showed comparable cocaine responses and intake to controls. Given the pivotal role of glutamate receptors in mediating relapse behavior, we further explored the impact of genetic deletion of AMPAR and NMDAR onto D1R-expressing neurons on cue-induced reinstatement following extinction. Surprisingly, deletion of AMPAR and NMDAR onto these neurons did not impair cue-induced reinstatement of cocaine-seeking behavior. These findings suggest that glutamatergic activity via NMDAR and AMPAR in D1R-expressing neurons may not exclusively mediate the reinforcing effects of cocaine and cue-induced reinstatement.
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  • 文章类型: Journal Article
    背景:物质使用障碍(SUD)的特征是与奖励相关的大脑区域发生长期持续的变化,例如伏隔核(NAc)。以前的工作表明,可卡因暴露会引起广泛的可塑性,NAc中遗传定义的细胞类型;然而,作为对刺激的回应,只有一小部分的神经元是转录活跃的-被称为合奏。这里,我们确定了一个表达Arc的神经元集合,该集合具有独特的募集轨迹,并且在重复后可以控制药物的自我给药,但不是急性的,可卡因暴露。
    方法:使用Arc-CreERT2转基因小鼠,我们在可卡因暴露激活的Arc+合奏中表达转基因[急性(1x10mg/kgIP),或重复(10x10mg/kgIP)]。利用遗传,光学,以及生理记录和操纵策略,我们评估了这些合奏对SUD相关行为的贡献。
    结果:反复接触可卡因会减少合奏的大小,同时增加对行为的控制。重复可卡因集合中的神经元高度兴奋,其光遗传学激发足以增强。最后,留下重复的可卡因,但不是急性可卡因,合奏削弱了可卡因的自我管理。因此,反复接触可卡因会减少整体的大小,同时增加其对药物强化的贡献。
    结论:我们表明,但不是急性的,可卡因暴露会诱导生理上不同的集合,其特征是立即早期基因Arc的表达,具有独特的调节强化行为的能力。
    BACKGROUND: Substance use disorder is characterized by long-lasting changes in reward-related brain regions, such as the nucleus accumbens. Previous work has shown that cocaine exposure induces plasticity in broad, genetically defined cell types in the nucleus accumbens; however, in response to a stimulus, only a small percentage of neurons are transcriptionally active-termed an ensemble. Here, we identify an Arc-expressing neuronal ensemble that has a unique trajectory of recruitment and causally controls drug self-administration after repeated, but not acute, cocaine exposure.
    METHODS: Using Arc-CreERT2 transgenic mice, we expressed transgenes in Arc+ ensembles activated by cocaine exposure (either acute [1 × 10 mg/kg intraperitoneally] or repeated [10 × 10 mg/kg intraperitoneally]). Using genetic, optical, and physiological recording and manipulation strategies, we assessed the contribution of these ensembles to behaviors associated with substance use disorder.
    RESULTS: Repeated cocaine exposure reduced the size of the ensemble while simultaneously increasing its control over behavior. Neurons within the repeated cocaine ensemble were hyperexcitable, and their optogenetic excitation was sufficient for reinforcement. Finally, lesioning the repeated cocaine, but not the acute cocaine, ensemble blunted cocaine self-administration. Thus, repeated cocaine exposure reduced the size of the ensemble while simultaneously increasing its contributions to drug reinforcement.
    CONCLUSIONS: We showed that repeated, but not acute, cocaine exposure induced a physiologically distinct ensemble characterized by the expression of the immediate early gene Arc, which was uniquely capable of modulating reinforcement behavior.
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  • 文章类型: Journal Article
    在经典的小脑学习中,浦肯野细胞(PkCs)将攀爬纤维(CF)错误信号与之前活跃的预测性颗粒细胞(GrCs)相关联(〜150ms)。小脑也有助于以更长的时间尺度为特征的行为。为了研究GrC-CF-PkC电路如何学习秒预测,我们在前肢操作调节的几天内同时成像了GrC-CF活性,以获得延迟的水奖励。当老鼠学习奖励时机时,许多GRC以不同的速率发展了预期活动,直到奖励交付,其次是广泛的时间锁定的CF尖峰。重新获得更长的延迟进一步延长了GrC激活。我们计算了与CF相关的GrC→PkC塑性规则,证明奖励诱发的CF尖峰足以通过预期时机对许多GrC突触进行分级。我们预测并证实,PkC可以从运动到奖励,从而连续跨越几秒钟的时间间隔。因此,学习会产生新的GrC时间基础,将预测因子与远程CF奖励信号联系起来,这是一种非常适合学习跟踪认知领域常见的长间隔的策略。
    In classical cerebellar learning, Purkinje cells (PkCs) associate climbing fiber (CF) error signals with predictive granule cells (GrCs) that were active just prior (∼150 ms). The cerebellum also contributes to behaviors characterized by longer timescales. To investigate how GrC-CF-PkC circuits might learn seconds-long predictions, we imaged simultaneous GrC-CF activity over days of forelimb operant conditioning for delayed water reward. As mice learned reward timing, numerous GrCs developed anticipatory activity ramping at different rates until reward delivery, followed by widespread time-locked CF spiking. Relearning longer delays further lengthened GrC activations. We computed CF-dependent GrC→PkC plasticity rules, demonstrating that reward-evoked CF spikes sufficed to grade many GrC synapses by anticipatory timing. We predicted and confirmed that PkCs could thereby continuously ramp across seconds-long intervals from movement to reward. Learning thus leads to new GrC temporal bases linking predictors to remote CF reward signals-a strategy well suited for learning to track the long intervals common in cognitive domains.
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  • 文章类型: Journal Article
    在蜜蜂中,大多数昼夜节律研究都涉及在小管中进行的运动测试,一条隧道,或者在蜂巢入口处.然而,尽管喂食在蜜蜂的健康或健身中起着重要作用,直到最近才进行昼夜节律喂养的演示。这里,我们展示了BeeBox,一个基于Skinner盒子概念的新的蜜蜂实验室平台,进入人造花后分配离散控制量的食物(蔗糖糖浆)。我们在12h-12h光/暗周期中比较了笼养的蜜蜂组,持续的黑暗和持续的光照,以及每只生活蜜蜂平均每小时的糖浆消耗量。在恒定的光照下食物摄入量较高,在恒定的黑暗中食物摄入量较低;在恒定的光照下死亡率增加。我们观察到有节奏的消费超过24小时;这是在黑暗中保持没有环境线索,但在恒定光照条件下衰减。BeeBox在花蜜觅食动物的研究中提供了许多新的研究视角和许多潜在的应用。
    In honey bees, most studies of circadian rhythms involve a locomotion test performed in a small tube, a tunnel, or at the hive entrance. However, despite feeding playing an important role in honey bee health or fitness, no demonstration of circadian rhythm on feeding has been performed until recently. Here, we present the BeeBox, a new laboratory platform for bees based on the concept of the Skinner box, which dispenses discrete controlled amounts of food (sucrose syrup) following entrance into an artificial flower. We compared caged groups of bees in 12 h-12 h light/dark cycles, constant darkness and constant light and measured average hourly syrup consumption per living bee. Food intake was higher in constant light and lower in constant darkness; mortality increased in constant light. We observed rhythmic consumption with a period longer than 24 h; this is maintained in darkness without environmental cues, but is damped in the constant light condition. The BeeBox offers many new research perspectives and numerous potential applications in the study of nectar foraging animals.
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  • 文章类型: Journal Article
    我们正在研究H反射操作条件的机制,一种简单的学习形式。文献中的建模研究和我们以前的数据表明,轴突初始段(AIS)的变化可能有所贡献。为了探索这个,我们使用盲法定量组织学和免疫组织化学方法在成年大鼠中研究了H反射调节对产生反射的脊髓运动神经元AIS的影响.成功,但并非不成功,H反射上调与AIS长度和与体细胞的距离更大有关;长度越大,H反射增加越大。文献中的模型研究表明,这些增加可能会增加运动神经元的兴奋性,支持它们可能有助于H反射增加的假设。上调不影响AIS锚蛋白G(AnkG)免疫反应性(IR),p-p38蛋白激酶IR,或GABA能终端。成功,但并非不成功,H反射向下调节与AIS上更多的GABA能终末相关,较弱的AnkG-IR,和更强的p-p38-IR。更多的GABA能终末和较弱的AnkG-IR与更大的H反射降低相关。这些变化可能会导致H反射降低的基础运动神经元放电阈值的正变化;它们与建模一致,表明钠通道变化可能是原因。H反射向下调节不影响AIS尺寸。AIS可塑性与H反射调节相关并可能有助于H反射调节的证据增加了运动学习涉及脊髓和大脑可塑性的证据。以及神经元和突触可塑性。脊髓运动神经元的AIS特性可能反映了共享这些运动神经元的所有运动技能的综合影响。关键点:神经元动作电位通常在轴突起始段(AIS)开始。AIS可塑性影响发育和疾病中的神经元兴奋性。在学习中是否这样做是未知的。脊髓反射的有效调节,一个简单的学习模型,改变大鼠脊髓运动神经元AIS。成功,但并非不成功,H反射上调与AIS长度和与体细胞的距离更大有关。成功,但并非不成功,下调与更多的AISGABA能终端相关,少了一点ankyrinG,和更多的p-p38蛋白激酶。AIS可塑性与成功的H反射调节之间的关联与AIS可塑性与发育和疾病的功能变化之间的关联一致。以及文献中建模研究预测的结果。运动学习改变脊髓和大脑中的神经元和突触。因为脊髓运动神经元是行为的最终共同途径,它们的AIS特性可能反映了使用这些运动神经元的所有行为的综合影响。
    We are studying the mechanisms of H-reflex operant conditioning, a simple form of learning. Modelling studies in the literature and our previous data suggested that changes in the axon initial segment (AIS) might contribute. To explore this, we used blinded quantitative histological and immunohistochemical methods to study in adult rats the impact of H-reflex conditioning on the AIS of the spinal motoneuron that produces the reflex. Successful, but not unsuccessful, H-reflex up-conditioning was associated with greater AIS length and distance from soma; greater length correlated with greater H-reflex increase. Modelling studies in the literature suggest that these increases may increase motoneuron excitability, supporting the hypothesis that they may contribute to H-reflex increase. Up-conditioning did not affect AIS ankyrin G (AnkG) immunoreactivity (IR), p-p38 protein kinase IR, or GABAergic terminals. Successful, but not unsuccessful, H-reflex down-conditioning was associated with more GABAergic terminals on the AIS, weaker AnkG-IR, and stronger p-p38-IR. More GABAergic terminals and weaker AnkG-IR correlated with greater H-reflex decrease. These changes might potentially contribute to the positive shift in motoneuron firing threshold underlying H-reflex decrease; they are consistent with modelling suggesting that sodium channel change may be responsible. H-reflex down-conditioning did not affect AIS dimensions. This evidence that AIS plasticity is associated with and might contribute to H-reflex conditioning adds to evidence that motor learning involves both spinal and brain plasticity, and both neuronal and synaptic plasticity. AIS properties of spinal motoneurons are likely to reflect the combined influence of all the motor skills that share these motoneurons. KEY POINTS: Neuronal action potentials normally begin in the axon initial segment (AIS). AIS plasticity affects neuronal excitability in development and disease. Whether it does so in learning is unknown. Operant conditioning of a spinal reflex, a simple learning model, changes the rat spinal motoneuron AIS. Successful, but not unsuccessful, H-reflex up-conditioning is associated with greater AIS length and distance from soma. Successful, but not unsuccessful, down-conditioning is associated with more AIS GABAergic terminals, less ankyrin G, and more p-p38 protein kinase. The associations between AIS plasticity and successful H-reflex conditioning are consistent with those between AIS plasticity and functional changes in development and disease, and with those predicted by modelling studies in the literature. Motor learning changes neurons and synapses in spinal cord and brain. Because spinal motoneurons are the final common pathway for behaviour, their AIS properties probably reflect the combined impact of all the behaviours that use these motoneurons.
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  • 文章类型: Journal Article
    评估条件(EC)是指由于刺激与其他阳性或阴性刺激配对而引起的我们对刺激的喜欢或不喜欢的变化。除了基于刺激的机制,最近的研究表明,基于行动的机制也可以导致EC效应。Research,基于行动控制理论,已表明,将正或负作用与中性刺激配对会导致EC效应(刺激-反应结合)。同样,使用操作条件(OC)方法的研究也观察到EC效应。本研究的目的是直接比较两种不同的基于反应的方法-S-R结合和OC引起的EC效应。为此,参与者被随机分配到S-R结合程序和OC程序.在条件下测量并比较EC效应。讨论了EC理论的含义。
    Evaluative Conditioning (EC) refers to changes in our liking or disliking of a stimulus due to its pairing with other positive or negative stimuli. In addition to stimulus-based mechanisms, recent research has shown that action-based mechanisms can also lead to EC effects. Research, based on action control theories, has shown that pairing a positive or negative action with a neutral stimulus results in EC effects (Stimulus-Response binding). Similarly, research studies using Operant Conditioning (OC) approaches have also observed EC effects. The aim of the present study is to directly compare EC effects elicited by two different response-based approaches - S-R bindings and OC. To this end, participants were randomly assigned to an S-R binding procedure and an OC procedure. EC effects were measured in conditions and compared. Implications for EC theory are discussed.
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  • 文章类型: Journal Article
    寻求社会互动的动机是所有社会物种固有的。例如,即使在最近的大流行中有疾病传播的风险,人类寻求频繁的面对面社交互动。在其他社会动物中,社会化甚至可以优先于水或食物消费。斑马雀,Taeniopygiaguttata,是在行为和生理研究中广泛使用的高度群居的鸣鸟。鸣鸟,像人类一样,在发展过程中是声乐学习者,依赖于强烈的听觉学习。除了支持歌曲学习,听觉学习进一步支持个人识别,鸣鸟的配偶选择和结果关联。要在实验室环境中学习听觉学习,研究通常采用食物限制和强化的操作范式,需要完全的社会隔离,这可能会给社会物种带来压力和其他意想不到的生理后果。因此,在这项工作中,我们设计了一种有效的行为方法,利用斑马雀的社会性来实现目标导向行为。我们的方法依赖于视觉社会强化,不剥夺动物的食物或社会接触。使用此任务,我们发现视觉社会强化是操作行为的强大动机。动机对对刺激动物的熟悉程度很敏感,并且在与熟悉的人和新奇的人交往时更高。我们进一步表明,该工具可用于评估使用歌曲或合成纯音作为刺激的听觉辨别学习。随着鸟类在任务中获得经验,他们制定了一种策略,以最大化获得奖励,尽管受到更多的惩罚,即自由主义反应偏见。我们的操作范式为使用食物强化的任务提供了替代方案,可以应用于各种高度社会的物种,如啮齿动物和非人灵长类动物。
    Motivation to seek social interactions is inherent to all social species. For instance, even with risk of disease transmission in a recent pandemic, humans sought out frequent in-person social interactions. In other social animals, socialization can be prioritized even over water or food consumption. Zebra finches, Taeniopygia guttata, are highly gregarious songbirds widely used in behavioural and physiological research. Songbirds, like humans, are vocal learners during development, which rely on intense auditory learning. Aside from supporting song learning, auditory learning further supports individual identification, mate choice and outcome associations in songbirds. To study auditory learning in a laboratory setting, studies often employ operant paradigms with food restriction and reinforcement and require complete social isolation, which can result in stress and other unintended physiological consequences for social species. Thus, in this work, we designed an operant behavioural method leveraging the sociality of zebra finches for goal-directed behaviours. Our approach relies on visual social reinforcement, without depriving the animals of food or social contact. Using this task, we found that visual social reinforcement was a strong motivational drive for operant behaviour. Motivation was sensitive to familiarity towards the stimulus animal and higher when engaging with a familiar versus a novel individual. We further show that this tool can be used to assess auditory discrimination learning using either songs or synthetic pure tones as stimuli. As birds gained experience in the task, they developed a strategy to maximize reward acquisition in spite of receiving more punishment, i.e. liberal response bias. Our operant paradigm provides an alternative to tasks using food reinforcement and could be applied to a variety of highly social species, such as rodents and nonhuman primates.
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  • 文章类型: Journal Article
    人们普遍认为,白蚁不能学习,也不“聪明”。这项研究旨在测试白蚁是否可以有任何形式的记忆。通过3D打印设计并构建了具有一个释放室和两个相同测试室的Y形测试装置。从野外收获了一群潮湿的白蚁。随机选择工人白蚁进行实验。首先发现了可以模仿白蚁警报信息素的驱散气味。在所有测试的物质中,茶树油和柠檬汁被发现含有被测试白蚁的驱虫气味,因为它们大大减少了白蚁在用这些物质处理的腔室中花费的时间。作为控制,一种线索信息素被发现很有吸引力。随后,第二组白蚁通过使用茶树油和柠檬汁进行惩罚来操作,然后测试他们记住可能导致驱散气味的路径的能力。在试验之间彻底清洁测试装置。发现与幼稚白蚁相比,条件白蚁选择导致预期惩罚的路径的倾向降低。因此,结论是潮湿的木白蚁能够学习和形成“恐惧记忆”,表明白蚁中的“智力”。这一结果挑战了白蚁智力的既定假设。
    It is generally believed that termites can\'t learn and are not \"intelligent\". This study aimed to test whether termites could have any form of memory. A Y-shaped test device with one release chamber and two identical test chambers was designed and constructed by 3D printing. A colony of damp wood termites was harvested from the wild. Worker termites were randomly selected for experiment. Repellent odors that could mimic the alarm pheromone for termites were first identified. Among all substances tested, a tea tree oil and lemon juice were found to contain repellent odors for the tested termites, as they significantly reduced the time that termites spent in the chamber treated with these substances. As control, a trail pheromone was found to be attractive. Subsequently, a second cohort of termites were operant conditioned by punishment using both tea tree oil and lemon juice, and then tested for their ability to remember the path that could lead to the repellant odors. The test device was thoroughly cleaned between trials. It was found that conditioned termites displayed a reduced tendency to choose the path that led to expectant punishment as compared with naïve termites. Thus, it is concluded that damp wood termites are capable of learning and forming \"fear memory\", indicative of \"intelligence\" in termites. This result challenges established presumption about termites\' intelligence.
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