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The function of REM and NREM sleep on memory distortion and consolidation REM和NREM睡眠对记忆扭曲和巩固的作用。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-10-01 DOI: 10.1016/j.nlm.2023.107811
Kosuke Kaida , Ikue Mori , Ken Kihara , Naoko Kaida

During rapid eye movement (REM) sleep, newly consolidated memories can be distorted to adjust the existing memory base in memory integration. However, only a few studies have demonstrated the role of REM sleep in memory distortion. The present study aims to clarify the role of REM sleep in the facilitation of memory distortion, that is, hindsight bias, compared to non-rapid eye movement (NREM) sleep and wake states. The split-night paradigm was used to segregate REM and NREM sleep. The hypotheses are (1) hindsight bias—memory distortion—is more substantial during REM-rich sleep (late-night sleep) than during NREM-rich sleep (early-night sleep); (2) memory stabilization is more substantial during NREM-rich sleep (early-night sleep) than during REM-rich sleep (late-night sleep); and (3) memory distortion takes longer time than memory stabilization. The results of the hindsight bias test show that more memory distortions were observed after the REM condition in comparison to the NREM condition. Contrary to the hindsight bias, the correct response in the word-pair association test was observed more in the NREM than in the REM condition. The difference in the hindsight bias index between the REM and NREM conditions was identified only one week later. Comparatively, the difference in correct responses in the word-pair association task between the conditions appeared three hours later and one week later. The present study found that (1) memory distortion occurs more during REM-rich sleep than during NREM-rich sleep, while memory stabilization occurs more during NREM-rich sleep than during REM-rich sleep. Moreover, (2) the newly encoded memory could be stabilized immediately after encoding, but memory distortion occurs over several days. These results suggest that the roles of NREM and REM sleep in memory processes could be different.

在快速眼动睡眠期间,新巩固的记忆可能会被扭曲,以调整记忆整合中现有的记忆基础。然而,只有少数研究证明了快速眼动睡眠在记忆扭曲中的作用。本研究旨在阐明与非快速眼动(NREM)睡眠和觉醒状态相比,快速眼动睡眠在促进记忆扭曲(即事后偏倚)中的作用。采用分夜模式来区分快速眼动睡眠和非快速眼动睡眠。这些假设是:(1)在富含快速眼动睡眠(深夜睡眠)期间,后见偏差记忆扭曲比在富含非快速眼动睡眠期间(早睡)更严重;(2) 在富含NREM的睡眠(早睡)期间比在富含REM的睡眠(深夜睡眠)期间记忆稳定更显著;以及(3)存储器失真比存储器稳定花费更长的时间。事后偏倚测试的结果表明,与NREM条件相比,REM条件下观察到更多的记忆扭曲。与后见之明的偏见相反,在词对联想测试中,NREM比REM条件下观察到的正确反应更多。仅一周后,REM和NREM条件之间的后见偏差指数的差异就被发现了。相比之下,三小时后和一周后,两种条件在词对关联任务中的正确答案出现差异。本研究发现:(1)记忆扭曲在富含快速眼动睡眠期间比在富含NREM睡眠期间发生得更多,而记忆稳定在富含NREM睡眠期间比富含快速眼动的睡眠发生得更多。此外,(2)新编码的存储器可以在编码后立即稳定,但存储器失真会在几天内发生。这些结果表明,NREM和REM睡眠在记忆过程中的作用可能不同。
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引用次数: 0
How associations become behavior 联想如何成为行为。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-29 DOI: 10.1016/j.nlm.2023.107833
Stefano Ghirlanda , Magnus Enquist

The Rescorla and Wagner (1972) model is the first mathematical theory to explain associative learning in the presence of multiple stimuli. Its main theoretical construct is that of associative strength, but this is connected to behavior only loosely. We propose a model in which behavior is described by a collection of Poisson processes, each with a rate proportional to an associative strength. The model predicts that the time between behaviors follows an exponential or hypoexponential distribution. This prediction is supported by two data sets on autoshaped and instrumental behavior in rats.

Rescorla和Wagner(1972)模型是第一个解释存在多种刺激的联想学习的数学理论。它的主要理论结构是联想强度,但这只是松散地与行为联系在一起。我们提出了一个模型,其中行为由泊松过程的集合描述,每个过程的速率与关联强度成比例。该模型预测行为之间的时间遵循指数或次指数分布。这一预测得到了关于大鼠自动变形和工具行为的两个数据集的支持。
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引用次数: 0
Successful alpha neurofeedback training enhances working memory updating and event-related potential activity 成功的阿尔法神经反馈训练可以增强工作记忆更新和事件相关的潜在活动。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-26 DOI: 10.1016/j.nlm.2023.107834
Lu Shen , Yali Jiang , Feng Wan , Yixuan Ku , Wenya Nan

Neurofeedback (NF) is a promising method to self-regulate human brain activity for cognition enhancement. Due to the unclear results of alpha NF training on working memory updating as well as the impact of feedback modality on NF learning, this study aimed to understand further the underlying neural mechanism of alpha NF training effects on working memory updating, where the NF learning was also compared between visual and auditory feedback modalities. A total of 30 participants were assigned to Visual NF, Auditory NF, and Control groups. Working memory updating was evaluated by n-back (n =2,3) tasks before and after five alpha upregulation NF sessions. The result showed no significant difference in NF learning performance between the Visual and Auditory groups, indicating that the difference in feedback modality did not affect NF learning. In addition, compared to the control group, the participants who achieved successful NF learning showed a significant increase in n-back behavioral performance and P3a amplitude in 2-back and a significant decrease in P3a latency in 3-back. Our results in n-back further suggested that successful alpha NF training might improve updating performance in terms of the behavioral and related event-related potential (ERP) measures. These findings contribute to the understanding of the effect of alpha training on memory updating and the design of NF experimental protocol in terms of feedback modality selection.

神经反馈(NF)是一种很有前途的自我调节人脑活动以增强认知的方法。由于α-NF训练对工作记忆更新的结果尚不清楚,以及反馈模式对NF学习的影响,本研究旨在进一步了解α-NF培训对工作记忆升级影响的潜在神经机制,其中还比较了视觉和听觉反馈模式之间的NF学习。共有30名参与者被分为视觉NF、听觉NF和对照组。在五次α上调NF会话前后,通过n-back(n=2,3)任务评估工作记忆更新。结果显示,视觉组和听觉组的NF学习表现没有显著差异,表明反馈模式的差异不会影响NF学习。此外,与对照组相比,成功完成NF学习的参与者在2背中表现出n背行为表现和P3a振幅的显著增加,在3背中表现为P3a潜伏期的显著降低。我们在n-back中的结果进一步表明,成功的α-NF训练可能会在行为和相关事件相关电位(ERP)测量方面提高更新性能。这些发现有助于理解阿尔法训练对记忆更新的影响,以及在反馈模态选择方面设计NF实验方案。
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引用次数: 0
Ventral hippocampal projections to infralimbic cortex and basolateral amygdala are differentially activated by contextual fear and extinction recall 边缘下皮质和基底外侧杏仁核的腹侧海马投射被情境恐惧和灭绝回忆不同地激活。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-25 DOI: 10.1016/j.nlm.2023.107832
Emma T. Brockway, Sarah Simon, Michael R. Drew

Fear and extinction learning are thought to generate distinct and competing memory representations in the hippocampus. How these memory representations modulate the expression of appropriate behavioral responses remains unclear. To investigate this question, we used cholera toxin B subunit to retrolabel ventral hippocampal (vHPC) neurons projecting to the infralimbic cortex (IL) and basolateral amygdala (BLA) and then quantified c-Fos immediate early gene activity within these populations following expression of either contextual fear recall or contextual fear extinction recall. Fear recall was associated with increased c-Fos expression in vHPC projections to the BLA, whereas extinction recall was associated with increased activity in vHPC projections to IL. A control experiment was performed to confirm that the apparent shift in projection neuron activity was associated with extinction learning rather than mere context exposure. Overall, results indicate that hippocampal contextual fear and extinction memory representations differentially activate vHPC projections to IL and BLA. These findings suggest that hippocampal memory representations orchestrate appropriate behavioral responses through selective activation of projection pathways.

恐惧和灭绝学习被认为会在海马体中产生不同的、相互竞争的记忆表征。这些记忆表征如何调节适当行为反应的表达仍不清楚。为了研究这个问题,我们使用霍乱毒素B亚单位对投射到边缘下皮层(IL)和基底外侧杏仁核(BLA)的腹侧海马(vHPC)神经元进行逆转录标记,然后在表达上下文恐惧回忆或上下文恐惧消退回忆后,量化这些群体中的c-Fos即时早期基因活性。恐惧回忆与向BLA的vHPC投射中c-Fos表达增加有关,而灭绝回忆与向IL的vHPC投影中活性增加有关。进行了一项对照实验,以证实投射神经元活性的明显变化与灭绝学习有关,而不仅仅是上下文暴露。总体而言,结果表明,海马上下文恐惧和灭绝记忆表征不同地激活vHPC对IL和BLA的投射。这些发现表明,海马记忆表征通过选择性激活投射通路来协调适当的行为反应。
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引用次数: 0
Acute exercise performed before and after motor practice enhances the positive effects on motor memory consolidation 在运动练习前后进行的急性运动增强了对运动记忆巩固的积极影响。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-21 DOI: 10.1016/j.nlm.2023.107830
Lasse Jespersen , Katrine Matlok Maes , Nicoline Ardenkjær-Skinnerup , Marc Roig , Jonas Rud Bjørndal , Mikkel Malling Beck , Jesper Lundbye-Jensen

Performing a single bout of exercise can enhance motor learning and long-term retention of motor skills. Parameters such as the intensity and when the exercise bout is performed in relation to skill practice (i.e., timing) likely influence the effectiveness. However, it is still not fully understood how exercise should be administered to maximize its effects and how exercise interacts with distinct components of skill learning. Here, we expand this knowledge by investigating the potential synergistic effects of performing acute exercise both prior to and following motor practice. Sixty-four, able-bodied, young adult male participants practiced a sequential visuomotor accuracy tracking (SVAT) task requiring rapid and accurate force modulation and high levels of precision control using intrinsic hand muscles. The task also contained a repeated pattern of targets that allowed sequence-specific skill improvements. Sequential and non-sequential motor performance was assessed at baseline, immediately after motor practice, and again seven days later. One group performed moderate-intensity exercise before practice (PREMO), a second group performed high-intensity exercise after practice (POSTHI), a third group exercised both before and after practice (PREMO + POSTHI), and a fourth group did not exercise during these periods (CON). Regardless of the exercise condition, acute exercise improved long-term retention of the skill by countering performance decay between experimental sessions (i.e., a 7-day interval). Furthermore, exercising both before and after motor practice led to the greatest improvements in skilled performance over time. We found that the effects of exercise were not specific to the practiced sequence. Namely, the effects of exercise generalized across sequential and non-sequential target positions and orders. This suggests that acute exercise works through mechanisms that promote general aspects of motor memory (e.g., lasting improvements in fast and accurate motor execution). The results demonstrate that various exercise protocols can promote the stabilization and long-term retention of motor skills. This effect can be enhanced when exercise is performed both before and after practice.

进行一次运动可以增强运动学习和长期保持运动技能。与技能练习(即时间安排)相关的强度和锻炼时间等参数可能会影响效果。然而,人们仍然不完全了解应该如何进行锻炼以最大限度地发挥其效果,以及锻炼如何与技能学习的不同组成部分相互作用。在这里,我们通过研究在运动练习之前和之后进行急性运动的潜在协同效应来扩展这一知识。64名身体健全的年轻成年男性参与者练习了一项顺序视觉运动精确跟踪(SVAT)任务,该任务需要使用手部固有肌肉进行快速准确的力调节和高水平的精确控制。该任务还包含一个重复的目标模式,可以提高特定序列的技能。在基线、运动练习后立即以及七天后再次评估连续和非连续运动表现。一组在练习前进行中等强度运动(PREMO),第二组在练习后进行高强度运动(POSHI),第三组在练习前后都进行了运动(PREMO+POSHI),而第四组在这些时间段内不进行运动(CON)。无论运动条件如何,急性运动通过对抗实验课之间的表现衰退(即7天的间歇期)来提高技能的长期保持力。此外,随着时间的推移,在运动练习之前和之后进行锻炼可以最大限度地提高技术表现。我们发现运动的效果并不是特定于练习的顺序。也就是说,运动的效果在顺序和非顺序的目标位置和顺序上得到了推广。这表明,急性运动通过促进运动记忆的一般方面(例如,快速准确的运动执行的持久改善)的机制发挥作用。结果表明,各种锻炼方案可以促进运动技能的稳定和长期保持。当在练习前后都进行锻炼时,这种效果可以得到增强。
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引用次数: 0
Corticosterone injection into the basolateral amygdala before and after memory reactivation impairs the subsequent expression of fear memory in rats: An interaction of glucocorticoids and β-adrenoceptors 记忆再激活前后向基底外侧杏仁核注射皮质酮会损害大鼠恐惧记忆的后续表达:糖皮质激素和β-肾上腺素受体的相互作用。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-19 DOI: 10.1016/j.nlm.2023.107829
Abbas Ali Vafaei , Maryam Nazari , Samira Omoumi , Ali Rashidy-Pour , Payman Raise-Abdullahi

Abstract

Glucocorticoid administration, before or after fear memory reactivation, impairs subsequent fear memory expression, but the underlying mechanisms are not well understood. The present study examined the role of basolateral amygdala (BLA) β-adrenoceptors in the effects of intra-BLA corticosterone injection on fear memory in rats. Bilateral cannulae were implanted in the BLA of Wistar male rats. The rats were trained and tested using an inhibitory avoidance task (1 mA footshock for 3 s). Forty-eight hours after training, corticosterone (CORT, 5, 10, or 20 ng/0.5 µl/side) and the β2-adrenoceptor agonist clenbuterol (CLEN, 10 or 20 ng/0.5 µl/side) or the β-adrenoceptor antagonist propranolol (PROP, 250 or 500 ng/0.5 µl/side) were injected into the BLA before or right after memory reactivation (retrieval, Test 1). We performed subsequent tests 2 (Test 2), 5 (Test 3), 7 (Test 4), and 9 (Test 5) days after Test 1. The results demonstrated that CORT injection before Test 1 disrupted memory retrieval and reduced fear expression in Tests 2–5, possibly due to enhanced extinction or impaired reconsolidation. CORT injection after Test 1 also impaired reconsolidation and reduced fear expression in Tests 2–5. CLEN prevented, but PROP exacerbated, the effects of CORT on fear expression. The reminder shock did not recover fear memory in CORT-treated animals, suggesting that reconsolidation, not extinction, was affected. These results indicate that glucocorticoids and β-adrenoceptors in the BLA jointly modulate fear memory reconsolidation and expression. Comprehending the neurobiology of stress and the impact of glucocorticoids on fear memory may lead to new treatments for stress and trauma-induced disorders such as PTSD.

在恐惧记忆重新激活之前或之后给予糖皮质激素会损害随后的恐惧记忆表达,但其潜在机制尚不清楚。本研究检测了基底外侧杏仁核(BLA)β-肾上腺素受体在BLA皮质酮注射对大鼠恐惧记忆影响中的作用。在Wistar雄性大鼠的BLA中植入双侧套管。使用抑制性回避任务(1mA脚跳3 s)对大鼠进行训练和测试。训练48小时后,在记忆再激活之前或之后立即将皮质酮(CORT,5、10或20 ng/0.5µl/侧)和β2-肾上腺素受体激动剂克伦特罗(CLEN,10或20 ng/0.5µl/min侧)或β-肾上腺素受体拮抗剂普萘洛尔(PROP,250或500 ng/0.5μl/侧。我们在测试1后的第2天(测试2)、第5天(测试3)、第7天(测试4)和第9天(测试5)进行了后续测试。结果表明,在测试1之前注射CORT扰乱了测试2-5中的记忆检索并减少了恐惧表达,这可能是由于消退增强或再巩固受损。试验1后的CORT注射也损害了试验2-5中的再固结并减少了恐惧表达。CLEN阻止了CORT对恐惧表达的影响,但PROP加剧了这种影响。在接受CORT治疗的动物中,提醒性休克并没有恢复恐惧记忆,这表明受影响的是重新团结,而不是灭绝。这些结果表明,BLA中的糖皮质激素和β-肾上腺素受体共同调节恐惧记忆的重新巩固和表达。了解压力的神经生物学以及糖皮质激素对恐惧记忆的影响,可能会为压力和创伤引发的疾病(如创伤后应激障碍)提供新的治疗方法。
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引用次数: 0
Stress effects on spatial memory retrieval and brain c-Fos expression pattern in adults are modulated by early nicotine exposure 压力对成人空间记忆检索和大脑c-Fos表达模式的影响受到早期尼古丁暴露的调节。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-18 DOI: 10.1016/j.nlm.2023.107831
José L. Solano , Carlos Novoa , Marisol R. Lamprea , Leonardo A. Ortega

The cognitive effects of nicotine are linked to persistent modifications in extended neural systems that regulate cognitive and emotional processes, and these changes occur during development. Additionally, acute stress has modulatory effects on cognition that involve broad neural systems and can be influenced by prior environmental challenges. The effects of nicotine and stress may be interconnected, leading to modifications in a network of shared brain substrates. Here, we explored the interaction between nicotine and stress by evaluating the effects of acute stress exposure in spatial memory retrieval for animals pretreated with nicotine during adolescence or adulthood. Adolescent (35 days old) and adult (70 days old) male Wistar rats were treated for 21 days with one daily subcutaneous injection of nicotine 0.14 mg/ml (free base). 30 days after the last injection, rats were trained in the Barnes maze and tested 24 h later, half the rats were tested under regular conditions, and half of them were exposed to 1 h of restraining stress before the retrieval test, and brain samples were collected and c-Fos immunopositive cells were stained. Prolonged nicotine withdrawal or acute stress improved spatial memory retrieval. Acute stress in nicotine pretreated adults impaired spatial memory retrieval. Nicotine exposure during early adulthood resulted in long-lasting brain adaptations that amplified emotional responses to acute stress after prolonged drug withdrawal.

尼古丁的认知效应与调节认知和情绪过程的扩展神经系统的持续变化有关,这些变化发生在发育过程中。此外,急性应激对认知具有调节作用,涉及广泛的神经系统,并可能受到先前环境挑战的影响。尼古丁和压力的影响可能是相互关联的,导致共享大脑基质网络的改变。在这里,我们通过评估急性压力暴露对青春期或成年期接受尼古丁预处理的动物空间记忆检索的影响,探讨了尼古丁与压力之间的相互作用。青春期(35天大)和成年(70天大)雄性Wistar大鼠每天皮下注射0.14 mg/ml尼古丁(游离碱)21天。最后一次注射后30天,在Barnes迷宫中训练大鼠,24小时后进行测试,在常规条件下对一半大鼠进行测试,其中一半大鼠在恢复测试前暴露于1小时的抑制应激,收集脑样本并对c-Fos免疫阳性细胞进行染色。长时间的尼古丁戒断或急性压力改善了空间记忆检索。尼古丁预处理成人的急性应激损害了空间记忆检索。成年早期接触尼古丁会导致大脑的长期适应,并在长期停药后放大对急性压力的情绪反应。
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引用次数: 0
Increased hippocampal CREB phosphorylation after retrieval of remote contextual fear memories in Carioca high-conditioned freezing rats Carioca高条件冷冻大鼠恢复远程上下文恐惧记忆后海马CREB磷酸化增加。
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-18 DOI: 10.1016/j.nlm.2023.107828
Fernanda Nunes , Bruna Lotufo Denucci , Yury Velho Martins Lages , Sílvia Maisonnette , Thomas Eichenberg Krahe , Antonio Pedro Mello Cruz , J. Landeira-Fernandez

The participation of the hippocampal formation in consolidation and reconsolidation of contextual fear memories has been widely recognized and known to be dependent on the activation of the cAMP response element (CRE) binding protein (CREB) pathway. Recent findings have challenged the prevailing view that over time contextual fear memories migrate to neocortical circuits and no longer require the hippocampus for retrieval of remote fearful memories. It has also recently been found that this brain structure is important for the maintenance and recall of remote fear memories associated with aversive events, a common trait in stress-related disorders such as generalized anxiety disorder (GAD), major depression, and post-traumatic stress disorder. In view of these findings, here we examined the putative role of CREB in the hippocampus of an animal model of GAD during the retrieval of remote contextual fear memories. Specifically, we evaluated CREB phosphorylation in the hippocampus of male Carioca High- and Low-conditioned Freezing rats (CHF and CLF, respectively) upon re-exposure of animals to contextual cues associated to footshocks weeks after fear conditioning. Age-matched male rats from a randomized crossbreeding population served as controls (CTL). Adrenal catecholamine levels were also measured as a biological marker of stress response. Seven weeks after contextual fear conditioning, half of the sample of CHF (n = 9), CLF (n = 10) and CTL (n = 10) rats were randomly assigned to return to the same context chamber where footshocks were previously administrated (Context condition), while the remaining animals were individually placed in standard housing cages (Control condition). Western blot results indicated that pCREB levels were significantly increased in the hippocampus of CHF rats for both Context and Control conditions when compared to the other experimental groups. CHF rats in the Context condition also exhibited significant more freezing than that observed for both CLF and CTL rats. Lastly, CHF animals in the Context condition displayed significantly higher adrenal catecholamine levels than those in the Control condition, whereas no differences in catecholamine levels were observed between Context and Control conditions for CLF and CTL rats. These findings are discussed from a perspective in which the hippocampus plays a role in the maintenance and recall of remote contextual fear memories via the CREB pathway.

海马结构参与情境恐惧记忆的巩固和再巩固已被广泛认识到,并已知其依赖于cAMP反应元件(CRE)结合蛋白(CREB)通路的激活。最近的发现挑战了主流观点,即随着时间的推移,上下文恐惧记忆迁移到新皮质回路,不再需要海马体来检索远程恐惧记忆。最近还发现,这种大脑结构对于维持和回忆与厌恶事件相关的远程恐惧记忆很重要,厌恶事件是广泛性焦虑症(GAD)、严重抑郁症和创伤后应激障碍等压力相关疾病的常见特征。鉴于这些发现,我们在GAD动物模型的海马中检测了CREB在检索远程上下文恐惧记忆过程中的假定作用。具体而言,我们评估了雄性Carioca高条件和低条件冷冻大鼠(分别为CHF和CLF)在恐惧条件下数周后再次暴露于与脚跳相关的上下文线索时海马中的CREB磷酸化。来自随机杂交群体的年龄匹配的雄性大鼠作为对照(CTL)。肾上腺素儿茶酚胺水平也被测量为应激反应的生物标志物。情境恐惧条件化7周后,将CHF(n=9)、CLF(n=10)和CTL(n=10。Western印迹结果表明,与其他实验组相比,在上下文和对照条件下,CHF大鼠海马中pCREB水平显著增加。上下文条件下的CHF大鼠也表现出比CLF和CTL大鼠观察到的显著更多的冷冻。最后,上下文条件下的CHF动物表现出明显高于对照条件下的肾上腺儿茶酚胺水平,而CLF和CTL大鼠在上下文和对照条件下没有观察到儿茶酚胺含量的差异。这些发现是从海马体通过CREB通路在维持和回忆远程情境恐惧记忆中发挥作用的角度进行讨论的。
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引用次数: 0
Frontopolar multifocal transcranial direct current stimulation reduces conditioned fear reactivity during extinction training: A pilot randomized controlled trial Frontopolar多焦经颅直流电刺激降低消光训练中的条件性恐惧反应:一项飞行员随机对照试验
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-10 DOI: 10.1016/j.nlm.2023.107825
Thomas G. Adams , Benjamin Kelmendi , Jamilah R. George , Jennifer Forte , Troy J.J. Hubert , Hannah Wild , Colton S. Rippey , Christopher Pittenger

Exposure-based therapies for anxiety and related disorders are believed to depend on fear extinction learning and corresponding changes in extinction circuitry. Frontopolar multifocal transcranial direct current stimulation (tDCS) has been shown to improve therapeutic safety learning during in vivo exposure and may modulate functional connectivity of networks implicated in fear processing and inhibition. A pilot randomized controlled trial was completed to determine the effects of frontopolar tDCS on extinction learning and memory. Community volunteers (n = 35) completed a 3-day fear extinction paradigm with measurement of electrodermal activity. Participants were randomized (single-blind) to 20-min of sham (n = 17, 30 s. ramp in/out) or active (n = 18) frontopolar (anode over Fpz, 10–10 EEG) multifocal tDCS (20-min, 1.5 mA) prior to extinction training. Mixed ANOVAs revealed a significant group*trial effect on skin conductance response (SCR) to the conditioned stimulus (CS + ) during extinction training (p = 0.007, Cohen’s d = 0.55). The effects of frontopolar tDCS were greatest during the first two extinction trials, suggesting that tDCS may have promoted fear inhibition prior to safety learning. Return of fear to the CS + during tests were comparable across conditions (ps > 0.50). These findings suggest that frontopolar tDCS may modulate the processing of threat cues and associated circuitry or promote the inhibition of fear. This has clear implications for the treatment of anxiety and related disorders with therapeutic exposure.

基于暴露的焦虑和相关疾病治疗被认为取决于恐惧消退学习和消退回路的相应变化。Frontopolar多焦经颅直流电刺激(tDCS)已被证明可以改善体内暴露期间的治疗安全性学习,并可能调节与恐惧处理和抑制有关的网络的功能连接。完成了一项先导性随机对照试验,以确定额颞叶tDCS对消光学习和记忆的影响。社区志愿者(n=35)完成了为期3天的恐惧消退范式,测量了皮肤电活动。在消光训练之前,参与者被随机(单盲)接受20分钟的假手术(n=17,30 s。斜进/斜出)或活动(n=18)额极(Fpz上的阳极,10–10 EEG)多焦tDCS(20分钟,1.5 mA)。混合方差分析显示,在消光训练过程中,组*试验对条件刺激(CS+)的皮肤电导反应(SCR)有显著影响(p=0.007,Cohen’s d=0.55)。前两次消光试验中,前额叶tDCS的影响最大,这表明tDCS可能在安全学习前促进了恐惧抑制。在测试过程中,恐惧对CS+的恢复在不同条件下具有可比性(ps>;0.50)。这些发现表明,额叶tDCS可能调节威胁线索和相关电路的处理,或促进恐惧的抑制。这对通过治疗暴露治疗焦虑和相关疾病具有明确的意义。
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引用次数: 0
Predictive learning by a burst-dependent learning rule 基于突发相关学习规则的预测学习
IF 2.7 4区 心理学 Q1 Psychology Pub Date : 2023-09-09 DOI: 10.1016/j.nlm.2023.107826
G. William Chapman, Michael E. Hasselmo

Humans and other animals are able to quickly generalize latent dynamics of spatiotemporal sequences, often from a minimal number of previous experiences. Additionally, internal representations of external stimuli must remain stable, even in the presence of sensory noise, in order to be useful for informing behavior. In contrast, typical machine learning approaches require many thousands of samples, and generalize poorly to unexperienced examples, or fail completely to predict at long timescales. Here, we propose a novel neural network module which incorporates hierarchy and recurrent feedback terms, constituting a simplified model of neocortical microcircuits. This microcircuit predicts spatiotemporal trajectories at the input layer using a temporal error minimization algorithm. We show that this module is able to predict with higher accuracy into the future compared to traditional models. Investigating this model we find that successive predictive models learn representations which are increasingly removed from the raw sensory space, namely as successive temporal derivatives of the positional information. Next, we introduce a spiking neural network model which implements the rate-model through the use of a recently proposed biological learning rule utilizing dual-compartment neurons. We show that this network performs well on the same tasks as the mean-field models, by developing intrinsic dynamics that follow the dynamics of the external stimulus, while coordinating transmission of higher-order dynamics. Taken as a whole, these findings suggest that hierarchical temporal abstraction of sequences, rather than feed-forward reconstruction, may be responsible for the ability of neural systems to quickly adapt to novel situations.

人类和其他动物能够快速概括时空序列的潜在动力学,通常是从最少的先前经验中得出的。此外,外部刺激的内部表征必须保持稳定,即使在存在感觉噪音的情况下也是如此,才能对行为提供信息。相比之下,典型的机器学习方法需要数千个样本,并且很难推广到未经验的例子,或者在长时间尺度上完全无法预测。在这里,我们提出了一种新的神经网络模块,该模块结合了层次和递归反馈项,构成了新皮质微循环的简化模型。该微电路使用时间误差最小化算法来预测输入层处的时空轨迹。我们表明,与传统模型相比,该模块能够以更高的精度预测未来。研究这个模型,我们发现连续的预测模型学习越来越多地从原始感觉空间中去除的表示,即位置信息的连续时间导数。接下来,我们介绍了一个尖峰神经网络模型,该模型通过使用最近提出的利用双室神经元的生物学习规则来实现速率模型。我们表明,该网络在与平均场模型相同的任务上表现良好,通过开发遵循外部刺激动力学的内在动力学,同时协调高阶动力学的传输。总的来说,这些发现表明,序列的分层时间抽象,而不是前馈重建,可能是神经系统快速适应新情况的能力的原因。
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Neurobiology of Learning and Memory
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