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Alternated emotional working memory in individuals with subclinical insomnia disorder: An electrophysiological study 亚临床失眠患者的交替情绪工作记忆:一项电生理研究。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-14 DOI: 10.1016/j.nlm.2023.107843
Siyu Li , Taotao Ru , Meiheng He , Qingwei Chen , Xue Luo , Guofu Zhou

The deleterious effects of sleep loss on sleep-dependent memory and emotional function have been documented in the current literature. Yet, the effects of insomnia-induced chronic sleep disturbance on emotional short-term memory have been scarcely investigated. Twenty-one participants with subclinical insomnia disorder (SID) and 20 healthy participants (healthy control, HC) performed a delayed recognition task of emotional faces, and event-related potentials (ERPs) involved in memory encoding, retention, and retrieval of faces across different emotional valences were assessed. Behavioral findings revealed that participants in the SID group had a larger response bias, being more likely to perceive negative faces as “old” faces presented in the retrieval phase than those in the HC group. ERP findings revealed that emotional faces in the SID vs. HC group induced significantly smaller P1 and late P3b and larger N170 amplitudes in the encoding phase and smaller negative slow wave (NSW) in the retention phase. In retrieval phase, the interaction between Sleep group and Valence were revealed for P1 and early P3b amplitudes, but no group differences were found after Bonferroni correction. These findings suggested that insomnia induced chronic sleep disturbance would influence performance on emotional working memory and induced processing phase specific regulation of neurophysiology in emotional working memory regardless of valence.

睡眠不足对睡眠依赖性记忆和情绪功能的有害影响已在现有文献中得到证实。然而,失眠引起的慢性睡眠障碍对情绪短期记忆的影响却很少被研究。21名患有亚临床失眠障碍(SID)的参与者和20名健康参与者(健康对照组,HC)进行了情绪面孔的延迟识别任务,并评估了在不同情绪状态下参与面孔记忆编码、保留和检索的事件相关电位(ERP)。行为研究结果显示,SID组的参与者有更大的反应偏差,与HC组相比,他们更有可能将负面面孔视为检索阶段出现的“老”面孔。ERP研究结果显示,SID组与HC组的情绪面孔在编码阶段诱导了显著较小的P1和晚期P3b和较大的N170振幅,在保留阶段诱导了较小的负慢波(NSW)。在恢复阶段,P1和早期P3b振幅显示了Group和Valance之间的相互作用,但Bonferroni校正后未发现组间差异。这些发现表明,睡眠失眠诱导的慢性睡眠障碍会影响情绪工作记忆的表现,并诱导情绪工作记忆中神经生理学的处理阶段特异性调节,而与价值无关。
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引用次数: 0
Acute single non-sedative doses of NOP receptor agonists affect acquisition of object location memory but repeated high doses do not induce long-lasting deficits NOP受体激动剂的急性单次非镇静剂量会影响物体位置记忆的获得,但重复高剂量不会导致长期缺陷。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-11 DOI: 10.1016/j.nlm.2023.107841
Flora D'Oliveira da Silva , Nurulain T. Zaveri , Lionel Moulédous

The Nociceptin/Orphanin FQ (N/OFQ) system has been shown to modulate various aspects of long-term memory. It is therefore important to study the effects on memory impairment by nociceptin receptor (NOP) agonists under preclinical development. In the present study, we investigated the effect of systemic injection of two small molecule selective NOP agonists, AT-202 and AT-524, in the object location memory task in male and female mice. Since high doses of NOP agonists have been shown to induce sedation, we first determined the sedative doses for the two compounds and found them to be higher in female than in male mice. We then observed that sub-sedative doses of NOP agonists administered before learning, induced memory impairment during a test session performed 24 h later. Again, female mice were less sensitive to the amnesic effects than males. On the contrary, in male mice, NOP agonists did not produce amnesia when they were injected after learning, suggesting that they do not affect the consolidation of object location memory. Finally, repeated administration of high doses of NOP agonists over 7 days did not impair long-term spatial memory. Together, our data show for the first time that NOP receptor agonists impair the acquisition of object location memory with sex-dependent potency but do not affect memory consolidation, and that repeated stimulation of the receptor does not compromise long-term episodic-like spatial memory.

Nociceptin/Ophanin-FQ(N/OFQ)系统已被证明可以调节长期记忆的各个方面。因此,在临床前开发中研究伤害肽受体(NOP)激动剂对记忆障碍的影响是很重要的。在本研究中,我们研究了全身注射两种小分子选择性NOP激动剂AT-202和AT-524在雄性和雌性小鼠的对象位置记忆任务中的作用。由于高剂量的NOP激动剂已被证明可以诱导镇静,我们首先确定了这两种化合物的镇静剂量,并发现雌性小鼠的镇静剂量高于雄性小鼠。然后,我们观察到,在学习前服用亚镇静剂量的NOP激动剂,会在24小时后进行的测试中诱发记忆障碍。同样,雌性小鼠对遗忘效应的敏感性不如雄性。相反,在雄性小鼠中,NOP激动剂在学习后注射时不会产生健忘症,这表明它们不影响物体位置记忆的巩固。最后,在7天内重复给予高剂量NOP激动剂不会损害长期空间记忆。总之,我们的数据首次表明,NOP受体激动剂以性别依赖性的效力损害对象位置记忆的获得,但不影响记忆巩固,并且受体的重复刺激不会损害长期的情景样空间记忆。
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引用次数: 0
Brief environmental enrichment elicits metaplasticity on the insular cortex in vivo and reduces the strength of conditioned taste aversion 短暂的环境富集在体内引起岛叶皮层的化塑性,并降低条件味觉厌恶的强度。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-05 DOI: 10.1016/j.nlm.2023.107840
Beatriz Gutiérrez-Vera, Salma E. Reyes-García, Martha L. Escobar

Environmental enrichment (EE) is known to improve memory and cognition and modulate the impact of aversive stimuli in animals, promoting the development of resilience to stressful situations. Likewise, it is known that EE can modulate synaptic plasticity as is the case of long-term potentiation (LTP). These findings have been described initially in ex vivo preparations, suggesting that the effects of EE are the result of an early modification of the synaptic excitability and transmission. In this regard, it is known that metaplasticity refers to the persistent modification, by previous activity, in the ability to induce synaptic plasticity. Our previous studies have shown that prior training in conditioned taste aversion (CTA) prevents the subsequent induction of LTP in the projection from the basolateral nucleus of the amygdala (Bla) to the insular cortex (IC) in vivo. In addition, we have shown that CTA extinction allows the induction but not the maintenance of IC-LTP of the Bla-IC pathway. Recently, we also showed that prior exposure to environmental enrichment for three weeks reduces the strength of CTA, restoring the brain-derived neurotrophic factor (BDNF) levels in the IC. The present study aimed to analyze the effects of brief exposure to an enriched environment on the strength of aversive memory, as well as on the in vivo IC-LTP. To do so, adult rats were exposed for seven days to an EE, either before CTA training or LTP induction in the Bla-IC pathway. Our results demonstrate that a seven-day exposure to an enriched environment attenuates the aversive response to a strong CTA and allows the induction but not the maintenance of LTP in the insular cortex. These findings provide evidence that metaplastic regulation in a neocortical region takes part in the mechanisms through which brief exposure to enriched environments attenuates an aversive response.

众所周知,环境富集(EE)可以改善动物的记忆和认知,调节厌恶刺激的影响,促进对压力环境的恢复能力发展。同样,众所周知,EE可以调节突触可塑性,就像长时程增强(LTP)的情况一样。这些发现最初在离体制剂中进行了描述,表明EE的作用是突触兴奋性和传递早期改变的结果。在这方面,众所周知,化塑性是指通过先前的活动,对诱导突触可塑性的能力进行持续的修饰。我们之前的研究表明,条件性味觉厌恶(CTA)的预先训练阻止了随后在体内从杏仁核基底外侧核(Bla)到岛叶皮层(IC)的投射中LTP的诱导。此外,我们已经证明CTA消退可以诱导但不能维持Bla-IC通路的IC-LTP。最近,我们还发现,预先暴露于环境富集环境三周会降低CTA的强度,从而恢复IC中的脑源性神经营养因子(BDNF)水平。本研究旨在分析短暂暴露于丰富的环境对厌恶记忆强度以及体内IC-LTP的影响。为此,成年大鼠在Bla-IC通路中的CTA训练或LTP诱导之前,暴露于EE七天。我们的研究结果表明,暴露在富集环境中七天可以减弱对强CTA的厌恶反应,并允许岛叶皮层LTP的诱导但不能维持。这些发现提供了证据,证明新皮质区域的化生调节参与了短暂暴露于富集环境中减弱厌恶反应的机制。
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引用次数: 0
Effects of early-life stress on probabilistic reversal learning and response perseverance in young adults 早期生活压力对年轻人概率反向学习和反应毅力的影响。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-05 DOI: 10.1016/j.nlm.2023.107839
Corinna Y. Franco, Barbara J. Knowlton

Early life stress (ELS), including experiences with abuse and neglect, are related to several negative health outcomes in adulthood. One area that has received attention is the increased rate of substance abuse disorder in individuals who had experienced ELS. Given the critical role habitual behavior in the development of substance abuse, ELS may affect the trajectory of neural development such that habitual responding is more dominant than in individuals who did not experience ELS. Here, we examine learning of a probabilistic classification task (the Weather Prediction Task) in healthy young adults who reported significant ELS and those that did not. This task can be learned in a declarative, model-based manner, or in a more habitual, stimulus-response manner. Participants learned to choose the outcome (sun or rain) that was probabilistically associated with each cue combination through reinforcement on each trial. After 100 trials, the probabilities were reversed, and we conceptualized habitual behavior as perseverating responses based on the old probabilities. We also collected information about subjective socio-economic status (sSES), anxiety, depression, and substance use from participants. Using multiple regression, we found that our measure of habitual responding was correlated with reported alcohol use, suggesting that our measure of habit has validity for health behaviors. Furthermore, we found that some forms of early life stress led to greater response perseverance after contingencies were reversed. Overall, the results suggest that childhood adversity may contribute to the development of habit.

早期生活压力(ELS),包括虐待和忽视的经历,与成年后的几种负面健康结果有关。受到关注的一个领域是经历过ELS的个人中药物滥用障碍的比率增加。鉴于习惯性行为在药物滥用发展中的关键作用,ELS可能会影响神经发育的轨迹,因此习惯性反应比没有经历ELS的个体更占主导地位。在这里,我们研究了健康年轻人的概率分类任务(天气预测任务)的学习情况,这些年轻人报告了显著的ELS,而那些没有报告。这项任务可以以声明性的、基于模型的方式学习,也可以以更习惯的、刺激性的反应方式学习。参与者学会了通过每次试验的强化来选择与每个线索组合可能相关的结果(阳光或雨水)。在100次试验后,概率发生了逆转,我们将习惯行为概念化为基于旧概率的持续反应。我们还从参与者那里收集了关于主观社会经济地位(sSES)、焦虑、抑郁和物质使用的信息。使用多元回归,我们发现,我们对习惯反应的测量与报告的饮酒量相关,这表明我们对习惯的测量对健康行为有效。此外,我们发现,某些形式的早期生活压力在意外事件逆转后会导致更大的反应毅力。总的来说,研究结果表明,童年时期的逆境可能有助于习惯的养成。
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引用次数: 0
Behavioral and genetic architecture of fear conditioning and related phenotypes 恐惧条件反射的行为和遗传结构及相关表型。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-05 DOI: 10.1016/j.nlm.2023.107837
D. Zeid , L.R. Seemiller , D.A. Wagstaff , T.J. Gould

Contextual fear conditioning is a form of Pavlovian learning during which an organism learns to fear previously neutral stimuli following their close temporal presentation with an aversive stimulus. In mouse models, freezing behavior is typically used to quantify learned fear. This dependent variable is the sum of multiple processes, including associative/configural learning, fear and anxiety, and general activity. To explore phenotypic constructs underlying contextual fear conditioning and correlated behaviors, as well as factors that may contribute to individual differences in learning and mental health, we tested BXD recombinant inbred strains previously found to show extreme contextual fear conditioning phenotypes and BXD parental strains, C57BL/6J and DBA/2J, in a series of tests including locomotor, anxiety, contextual/cued fear conditioning and non-associative hippocampus-dependent learning behaviors. Hippocampal expression of two previously identified candidate genes for contextual fear conditioning was also quantified. Behavioral and gene expression data were analyzed using exploratory factor analysis (EFA), which suggested five unique constructs representing activity/anxiety/exploration, associative fear learning, anxiety, post-shock freezing, and open field activity phenotypes. Associative fear learning and expression of one candidate gene, Hacd4, clustered as a construct within the factor analysis. Post-shock freezing during fear conditioning and expression of candidate gene Ptprd emerged as another unique construct, highlighting the independence of freezing after footshock from other fear conditioning variables in the current dataset. EFA results additionally suggest shared phenotypic variance in adaptive murine behaviors related to anxiety, general activity, and exploration. These findings inform understanding of fear learning and underlying biological mechanisms that may interact to produce individual differences in fear- and learning-related behaviors in mice.

情境恐惧条件反射是巴甫洛夫学习的一种形式,在这一过程中,生物体在用厌恶性刺激进行短暂呈现后,学会害怕先前的中性刺激。在小鼠模型中,冷冻行为通常用于量化习得的恐惧。这个因变量是多个过程的总和,包括联想/结构学习、恐惧和焦虑以及一般活动。为了探索背景恐惧条件反射和相关行为的表型结构,以及可能导致学习和心理健康个体差异的因素,我们在一系列测试中测试了BXD重组近交系菌株和BXD亲本菌株C57BL/6J和DBA/2J,包括运动,焦虑、情境/提示的恐惧条件反射和非联想海马依赖性学习行为。两个先前确定的上下文恐惧条件反射候选基因的海马表达也被量化。使用探索性因素分析(EFA)对行为和基因表达数据进行分析,该分析提出了五种独特的结构,分别代表活动/焦虑/探索、联想恐惧学习、焦虑、休克后冷冻和开阔场地活动表型。关联恐惧学习和一个候选基因Hacd4的表达在因子分析中被归为一个结构。恐惧条件下的电击后冷冻和候选基因Ptprd的表达是另一个独特的构建体,突出了当前数据集中其他恐惧条件变量对脚电击后冷冻的依赖性。EFA结果还表明,与焦虑、一般活动和探索相关的适应性小鼠行为存在共同的表型变异。这些发现有助于理解恐惧学习和潜在的生物学机制,这些机制可能会相互作用,从而在小鼠的恐惧和学习相关行为中产生个体差异。
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引用次数: 0
Sex difference in the facilitation of fear learning by prior fear conditioning 通过先前的恐惧条件反射促进恐惧学习的性别差异。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-05 DOI: 10.1016/j.nlm.2023.107835
Kehinde E. Cole, Ryan G. Parsons

There is now ample evidence that the strength and underlying mechanisms of memory formation can be drastically altered by prior experience. However, the prior work using rodent models on this topic has used only males as subjects, and as a result, we do know whether or not the effects of prior experience on subsequent learning are similar in both sexes. As a first step towards addressing this shortcoming, rats of both sexes were given auditory fear conditioning, or fear conditioning with unsignaled shocks, followed an hour or a day later by a single pairing of light and shock. Fear memory for each experience was assessed by measuring freezing behavior to the auditory cue and fear-potentiated startle to the light. Results showed that males trained with auditory fear conditioning showed facilitated learning to the subsequent visual fear conditioning session when the two training sessions were separated by one hour or one day. Females showed evidence of facilitation in rats given auditory conditioning when they were spaced by an hour but not when they were spaced by one day. Contextual fear conditioning did not support the facilitation of subsequent learning under any conditions. These results indicate that the mechanism by which prior fear conditioning facilitates subsequent learning differs between sexes, and they set the stage for mechanistic studies to understand the neurobiological basis of this sex difference.

现在有充分的证据表明,记忆形成的强度和潜在机制可以被先前的经验彻底改变。然而,先前使用啮齿动物模型进行的研究仅使用雄性作为受试者,因此,我们确实知道先前经验对后续学习的影响在两性中是否相似。作为解决这一缺陷的第一步,对两性大鼠进行听觉恐惧条件反射,或无信号电击的恐惧条件反射。一小时或一天后,再进行一对光和电击。通过测量对听觉线索的冻结行为和对光线的恐惧增强的惊吓来评估每次经历的恐惧记忆。结果显示,当两次训练间隔一小时或一天时,接受听觉恐惧条件反射训练的男性对随后的视觉恐惧条件反射表现出更容易的学习。雌性大鼠在间隔一小时时表现出听觉调节的促进作用,但在间隔一天时则没有。情境恐惧条件不支持在任何条件下促进后续学习。这些结果表明,先前的恐惧条件反射促进后续学习的机制在性别之间有所不同,它们为机制研究了解这种性别差异的神经生物学基础奠定了基础。
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引用次数: 0
The effects of a single bout of moderate-intensity aerobic exercise on visuomotor adaptation and its savings 单轮中等强度有氧运动对视觉运动适应的影响及其节省。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-01 DOI: 10.1016/j.nlm.2023.107801
Reshma James, Jinsung Wang

Performing exercise before or after motor skill learning is thought to have a positive impact on acquisition and retention of motor memories stored in our nervous system. It has been shown that performing 25 min of moderate-intensity aerobic exercise prior to visuomotor adaptation can enhance both visuomotor adaptation and its retention compared to 25 min of rest before the adaptation. To determine whether a single bout of aerobic exercise could actually facilitate the formation of a neural representation associated with a novel visuomotor condition, we examined aftereffects and savings associated with a visuomotor adaptation task following either an exercise or a rest condition. Sixteen healthy young individuals (18–35 years) first experienced 25 min of moderate-intensity cycling or rest, and then adapted to a 30-degree visuomotor rotation condition. Immediately following that, participants experienced a washout session, which was followed by a readaptation session. Results indicated that all subjects adapted to the visuomotor rotation completely, although no difference was found between the cycling and rest conditions. Aftereffects and savings were also observed in both conditions, but with no difference between the conditions. These findings suggest that compared to a short rest session, a single bout of moderate-intensity cycling may not have a greater impact for enhancing visuomotor adaptation and its retention. Further research is needed, in which the effects of certain factors such as exercise intensity, duration and timing are more systematically investigated.

在运动技能学习之前或之后进行锻炼被认为对储存在我们神经系统中的运动记忆的获取和保留有积极影响。研究表明,与适应前休息25分钟相比,在视运动适应前进行25分钟的中等强度有氧运动可以增强视运动适应和保持力。为了确定一轮有氧运动是否真的有助于形成与新的视运动状态相关的神经表征,我们研究了运动或休息状态后与视运动适应任务相关的后遗症和节省。16名健康的年轻人(18-35岁)首先经历了25分钟的中等强度骑行或休息,然后适应了30度的视运动旋转条件。紧接着,参与者经历了一次洗脱期,然后是一次重新适应期。结果表明,所有受试者都完全适应了视运动旋转,尽管在骑行和休息条件之间没有发现差异。在两种条件下也观察到了后遗症和节省,但两种条件之间没有差异。这些发现表明,与短暂的休息相比,一轮中等强度的自行车运动可能不会对增强视运动适应及其保持力产生更大的影响。需要进一步的研究,更系统地调查某些因素的影响,如运动强度、持续时间和时间。
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引用次数: 0
Inactivation of medial or lateral orbitofrontal cortex during fear extinction did not interfere with fear renewal 在恐惧消退过程中,内侧或外侧眶额皮质的失活不会干扰恐惧的更新。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-01 DOI: 10.1016/j.nlm.2023.107800
Cheng-Wei Shih , Chun-hui Chang

Hyperactive orbitofrontal cortical activation is commonly seen in patients of obsessive–compulsive disorder (OCD). Previous studies from our laboratory showed that for rats with aberrant activation of the orbitofrontal cortex (OFC) during the extinction phase, they were unable to use contexts as the reference for proper retrieval of fear memory during renewal test. This result supported the phenomenon that many OCD patients show poor regulation of fear-related behavior. Since there are robust anatomical connections of the OFC with the fear-circuit, we aim to further examine whether the OFC is actively engaged in fear regulation under normal circumstances. In this study, the lateral or medial OFC was inactivated during the extinction phase using the ABA fear renewal procedure. We found that these animals showed intact fear renewal during retrieval test with their freezing levels equivalent to the control rats, revealing that the OFC did not have decisive roles in extinction acquisition. Together with our previous study, we suggest that the OFC only interferes with fear regulation when it becomes pathophysiologically hyperactive.

高活性的眶额皮质激活通常见于强迫症(OCD)患者。我们实验室先前的研究表明,对于在灭绝阶段眶额皮层(OFC)异常激活的大鼠,它们无法在更新测试中使用上下文作为正确检索恐惧记忆的参考。这一结果支持了许多强迫症患者对恐惧相关行为表现出较差调节的现象。由于OFC与恐惧回路有着牢固的解剖学联系,我们旨在进一步研究OFC在正常情况下是否积极参与恐惧调节。在这项研究中,外侧或内侧OFC在灭绝阶段使用ABA恐惧更新程序失活。我们发现,这些动物在恢复测试中表现出完整的恐惧更新,它们的冷冻水平与对照大鼠相当,这表明OFC在灭绝获取中没有决定性作用。结合我们之前的研究,我们认为OFC只有在病理生理过度活跃时才会干扰恐惧调节。
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引用次数: 0
Stress, associative learning, and decision-making 压力、联想学习和决策。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-01 DOI: 10.1016/j.nlm.2023.107812
Jacqueline Giovanniello , Christian Bravo-Rivera , Amiel Rosenkranz , K. Matthew Lattal

Exposure to acute and chronic stress has significant effects on the basic mechanisms of associative learning and memory. Stress can both impair and enhance associative learning depending on type, intensity, and persistence of the stressor, the subject’s sex, the context that the stress and behavior is experienced in, and the type of associative learning taking place. In some cases, stress can cause or exacerbate the maladaptive behavior that underlies numerous psychiatric conditions including anxiety disorders, obsessive–compulsive disorder, post-traumatic stress disorder, substance use disorder, and others. Therefore, it is critical to understand how the varied effects of stress, which may normally facilitate adaptive behavior, can also become maladaptive and even harmful. In this review, we highlight several findings of associative learning and decision-making processes that are affected by stress in both human and non-human subjects and how they are related to one another. An emerging theme from this work is that stress biases behavior towards less flexible strategies that may reflect a cautious insensitivity to changing contingencies. We consider how this inflexibility has been observed in different associative learning procedures and suggest that a goal for the field should be to clarify how factors such as sex and previous experience influence this inflexibility.

急性和慢性压力对联想学习和记忆的基本机制有显著影响。压力会损害和增强联想学习,这取决于压力源的类型、强度和持续性、受试者的性别、压力和行为所处的环境以及发生联想学习的类型。在某些情况下,压力会导致或加剧适应不良行为,这是许多精神疾病的基础,包括焦虑症、强迫症、创伤后应激障碍、物质使用障碍等。因此,了解压力的各种影响是如何变得不适应甚至有害的,这一点至关重要,因为压力通常会促进适应性行为。在这篇综述中,我们强调了在人类和非人类受试者中受压力影响的联想学习和决策过程的几个发现,以及它们之间的关系。这项工作的一个新主题是,压力使行为偏向于不太灵活的策略,这可能反映出对不断变化的突发事件的谨慎不敏感。我们考虑了在不同的联想学习过程中是如何观察到这种不灵活的,并建议该领域的目标应该是澄清性别和以前的经历等因素如何影响这种不灵活。
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引用次数: 0
Why is the Rescorla-Wagner model so influential? 为什么Rescorla Wagner模型如此有影响力?
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-01 DOI: 10.1016/j.nlm.2023.107794
Fabian A. Soto , Edgar H. Vogel , Yerco E. Uribe-Bahamonde , Omar D. Perez

The influence of the Rescorla-Wagner model cannot be overestimated, despite that (1) the model does not differ much computationally from its predecessors and competitors, and (2) its shortcomings are well-known in the learning community. Here we discuss the reasons behind its widespread influence in the cognitive and neural sciences, and argue that it is the constant search for general-process theories by learning scholars which eventually produced a model whose application spans many different areas of research to this day. We focus on the theoretical and empirical background of the model, the theoretical connections that it has with later developments across Marr’s levels of analysis, as well as the broad variety of research that it has guided and inspired.

Rescorla Wagner模型的影响怎么估计都不为过,尽管(1)该模型在计算上与其前身和竞争对手没有太大区别,(2)其缺点在学习界是众所周知的。在这里,我们讨论了它在认知科学和神经科学中广泛影响的原因,并认为正是学习学者对一般过程理论的不断探索,最终产生了一个模型,该模型的应用至今跨越了许多不同的研究领域。我们重点关注该模型的理论和实证背景,它与马尔分析水平的后期发展之间的理论联系,以及它所指导和启发的广泛研究。
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Neurobiology of Learning and Memory
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