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Effects of the type of reinforcer on renewal of operant responding 强化物类型对操作性反应更新的影响
Q3 Psychology Pub Date : 2018-01-01 DOI: 10.46867/IJCP.2018.31.00.03
Cinthia Hernández, Kenneth Madrigal, Carlos Flores
Author(s): Hernandez, Cinthia; Madrigal, Kenneth; Flores, Carlos | Abstract: Some studies have identified that ABA renewal seems to depend on how response-reinforcer contingency is established. Using rats as subjects, the present study assessed ABA and ABB renewal using a two-component multiple schedule (VI30 s - VI30 s) each with a different reinforcer (pellets or sucrose). 16 subjects were trained to lever-press during 20 sessions in Context A; lever-pressing was extinguished during 10 sessions in Context B. And for the renewal test, 8 subjects were tested in Context A (Group ABA); whereas, the rest were tested in Context B (Group ABB). During acquisition, response rates were higher on the pellets component than the sucrose component; during extinction, response rates decreased to near-zero responses. A renewal effect was observed only for Group ABA during test, showing no differences between components. Our results suggest that different type of reinforcers do not seem to affect ABA renewal, using different contexts allows for renewal to be observed regardless of the differences in response rates during acquisition.
作者:Hernandez, cynthia;情歌,肯尼斯;摘要一些研究发现,ABA的更新似乎取决于应答-强化偶然性的建立方式。本研究以大鼠为研究对象,采用双组分复合方案(VI30 s - VI30 s)评估ABA和ABB的更新,每种方案使用不同的强化剂(颗粒或蔗糖)。在情境A的20次训练中,16名受试者接受了杠杆按压训练;在情境b中,压杆动作在10个回合中消失,在情境A (ABA组)中,8名被试进行更新测试;其余在情境B (ABB组)中进行测试。在采集过程中,颗粒组分的响应率高于蔗糖组分;在灭绝期间,反应率下降到接近零的反应。在试验过程中,仅ABA组有更新作用,各组间无差异。我们的研究结果表明,不同类型的强化物似乎不影响ABA更新,使用不同的环境允许在获取过程中观察到更新,而不管反应率的差异。
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引用次数: 1
Can Dogs Learn Concepts the Same Way We Do? Concept Formation in a German Shepherd 狗能像我们一样学习概念吗?德国牧羊犬的概念形成
Q3 Psychology Pub Date : 2017-01-01 DOI: 10.46867/IJCP.2017.30.01.05
E. Feuerbacher, J. Rosales-Ruiz
Growing evidence shows that dogs can complete complex behavioral tasks, such as learning labels for hundreds of objects, readily learning the name of a novel object, and responding differentially to objects by category (e.g., “toy,” “ball,” “Frisbee”). We expand here on the evidence for complex behavioral abilities in dogs by demonstrating that they are capable of concept formation by strict criteria. A German shepherd responded differentially to two sets of objects (“toys” and “non-toys”) in Experiment 1. Additionally, the dog’s differential responding in Experiment 1 occurred from the first trial, indicating that he entered the experiment with this stimulus class already differentiated from his day-to-day exposure to contingencies. In Experiment 2 we used a common response (tug-of-war) with three objects that were not retrieved in Experiment 1 to attempt to add these objects to the stimulus class. After repeated sessions of tug-of-war, the dog began retrieving all three objects in the retrieval test, although the rates of retrieval varied between objects. Finally, in Experiment 3, we conducted a transfer of function test in which the dog emitted a new response to untrained exemplars suggesting that his differential responding in Experiment 1 was indicative of a concept by the strictest criteria. Additionally, he reliably emitted the new response in the transfer test to one of the three new objects from Experiment 2, suggesting this object had been reliably added to the conceptual class.
越来越多的证据表明,狗可以完成复杂的行为任务,比如学习数百个物体的标签,很容易学会一个新物体的名字,并对不同类别的物体做出不同的反应(例如,“玩具”、“球”、“飞盘”)。我们在这里通过证明它们能够按照严格的标准形成概念来扩展狗的复杂行为能力的证据。在实验1中,一只德国牧羊犬对两组物体(“玩具”和“非玩具”)的反应不同。此外,狗在实验1中的差异反应发生在第一次试验中,表明它进入实验时的刺激类别已经与日常接触的偶然事件有所区别。在实验2中,我们对实验1中没有检索到的三个对象使用了一种常见的反应(拔河),试图将这些对象添加到刺激类中。在多次拔河后,狗开始在检索测试中检索所有三个物体,尽管检索速度因物体而异。最后,在实验3中,我们进行了一个功能转移测试,在这个测试中,狗对未经训练的样本发出了一个新的反应,这表明他在实验1中的差异反应根据最严格的标准表明了一个概念。此外,他在转移测试中可靠地对实验2中的三个新对象之一发出了新的响应,这表明该对象已可靠地添加到概念类中。
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引用次数: 4
Role of animal models in the development of behavioral treatment for bipolar disorder 动物模型在双相情感障碍行为治疗发展中的作用
Q3 Psychology Pub Date : 2017-01-01 DOI: 10.5070/P4301034407
R. Carr
Author(s): Carr, Rachel Nicolle | Abstract: Bipolar disorder is difficult to capture in a single animal model, so far proving impossible. Models have evaluated the neurobiological, genetic, pharmacological and behavioral aspects, both in seclusion and in various combinations, but have yet to prove construct or face validity or led to highly effective treatment models. One area where animal models are having success is when animal models shape behavioral treatment. Third wave behavioral therapies and Applied Behavior Analysis (ABA) have shown decreased relapse and re-hospitalization at 1 year follow up, increased medication compliance and increased family support. Cognitive Behavior Therapy (CBT), Dialectal Behavior Therapy (DBT) and Family Focused Treatment (FFT) that include problem solving, family education and self-management have shown success across setting such as school, home and community, especially when used as part of the overall treatment package with medication. While a single model is unable to encompass all areas of need for a disorder as complex as bipolar disorder, continued research should allow for new treatment models to emerge.Keywords: Bipolar disorder, animal models, cognitive behavior therapy, dialectical behavior therapy, applied behavior analysis, family focused therapy
摘要:双相情感障碍很难在单一动物模型中捕获,迄今为止证明是不可能的。模型已经评估了神经生物学、遗传学、药理学和行为方面,无论是在隔离还是在各种组合中,但尚未证明构建或面临有效性或导致高效的治疗模型。动物模型取得成功的一个领域是动物模型塑造行为治疗。第三波行为疗法和应用行为分析(ABA)显示,随访1年后复发和再次住院减少,药物依从性提高,家庭支持增加。包括解决问题、家庭教育和自我管理在内的认知行为疗法(CBT)、辩证行为疗法(DBT)和以家庭为中心的治疗(FFT)在学校、家庭和社区等环境中都取得了成功,特别是在与药物一起作为整体治疗方案的一部分时。虽然单一模型无法涵盖像双相情感障碍这样复杂的疾病的所有领域,但持续的研究应该允许新的治疗模式出现。关键词:双相情感障碍,动物模型,认知行为治疗,辩证行为治疗,应用行为分析,家庭焦点治疗
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引用次数: 0
Chickadee behavioural response to varying threat levels of predator and conspecific calls 山雀对不同威胁等级的捕食者和同种叫声的行为反应
Q3 Psychology Pub Date : 2016-01-01 DOI: 10.7939/R3FQ9QH5C
Jenna V. Congdon, Allison H. Hahn, Neil McMillan, M. Avey, C. Sturdy
Chickadees produce many vocalizations, including chick-a-dee calls which they use as a mobbing call in the presence of predators. Previous research has shown that chickadees produce more D notes in their mobbing calls in response to high-threat predators compared to low-threat predators, and may perceive predator and corresponding mobbing vocalizations as similar. We presented black-capped chickadees with playback of high- and low-threat predator calls and conspecific mobbing calls, and non-threat heterospecific and reversed mobbing calls, to examine vocal and movement behavioural responses. Chickadees produced more chick-a-dee calls in response to playback of calls produced by a high-threat predator compared to calls produced by a low-threat predator, and to reversed high-threat mobbing calls compared to normal (i.e., non-reversed) high-threat mobbing calls. Chickadees also vocalized more in response to all playback conditions consisting of conspecific mobbing calls compared to a silent baseline period. The number of D notes that the subjects produced was similar to previous findings; chickadees produced approximately one to three D notes per call in response to low-threat mobbing calls, and produced more calls containing four to five D notes in response to high-threat mobbing calls, although this difference in the number of D notes per call was not significant. The difference in chickadees’ production of tseet calls across playback conditions approached significance as chickadees called more in response to conspecific mobbing calls, but not in response to heterospecific calls. General movement activity decreased in response to playback of conspecific-produced vocalizations, but increased in response to heterospecific-produced vocalizations, suggesting that chickadees may mobilize more in response to predator playback in preparation for a “fight or flight” situation. These results also suggest that chickadees may produce more mobbing calls in response to high-threat predator vocalizations as an attempt to initiate mobbing with conspecifics, while they produce fewer mobbing calls in response to a low-threat predator that a chickadee could outmaneuver.
山雀会发出很多声音,包括在有捕食者的情况下,它们用这种叫声来群居。先前的研究表明,与低威胁的捕食者相比,山雀在面对高威胁的捕食者时,会在鸣叫时发出更多的D音,并且可能认为捕食者和相应的鸣叫相似。我们给黑冠山雀播放了高威胁和低威胁的捕食者叫声、同种的围捕叫声、非威胁的异种的和反向的围捕叫声,以检验声音和运动行为的反应。与低威胁捕食者发出的叫声相比,山雀在回放高威胁捕食者发出的叫声时发出了更多的“chick-a-dee”的叫声,与正常(即非逆转)高威胁捕食者发出的叫声相比,山雀发出了更多的“chick-a-dee”的叫声。与沉默的基准期相比,山雀在所有回放条件下也会发出更多的声音,包括同种蜂鸣声。受试者产生的D音符的数量与先前的发现相似;山雀在对低威胁的叫声做出反应时,每次呼叫产生大约1到3个D音,而在对高威胁的叫声做出反应时,每次呼叫产生更多包含4到5个D音的呼叫,尽管每次呼叫的D音数量差异并不显著。在不同的回放条件下,山雀产生集合呼叫的差异接近显著,因为山雀对同种蜂鸣声的响应更多,而对异种蜂鸣声的响应则没有。一般运动活动在播放同种鸣叫声时减少,而在播放异种鸣叫声时增加,这表明山雀在播放捕食者鸣叫声时可能会动员更多,为“战斗或逃跑”的情况做准备。这些结果还表明,山雀可能会对高威胁捕食者的叫声做出更多的蜂鸣声,以试图发起与同种动物的蜂鸣声,而山雀可能会对低威胁捕食者做出更少的蜂鸣声。
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引用次数: 3
Moving from perceptual to functional categories in songbirds 鸣禽从感性范畴到功能范畴的转变
Q3 Psychology Pub Date : 2016-01-01 DOI: 10.7939/R3XP6VF7Z
C. Sturdy, Kimberley A. Campbell, Jenna V. Congdon, Allison H. Hahn, Neil McMillan, E. Scully
Category perception, as Herrnstein (1990) defined it, is a powerful and pervasive cognitive ability possessed by every species in which it has been adequately tested. We have studied category perception of vocal communication signals in songbirds for over 20 years. Our first studies provided us with an understanding of songbird vocal category production and perception, clarifying perceptual categorization and the underlying mechanisms. More recent work has moved towards understanding functional vocal categories such as sex, dominance, species, and geography. Some of our most recent work has moved into the realm of conceptual knowledge, with studies aimed at understanding birds’ ability to deal with concepts of sameness and danger (i.e., threat level). Here we provide key examples that effectively show the wide range of abilities possessed and used by songbirds.
正如Herrnstein(1990)所定义的那样,范畴感知是一种强大而普遍的认知能力,每个物种都拥有它,并且它已经得到了充分的测试。我们对鸣禽声音交流信号的类别感知进行了20多年的研究。我们的初步研究为我们提供了对鸣禽声音类别产生和感知的理解,阐明了感知分类及其潜在机制。最近的研究转向理解功能性声音类别,如性别、优势、物种和地理。我们最近的一些工作已经进入了概念知识的领域,研究旨在了解鸟类处理相同和危险(即威胁等级)概念的能力。在这里,我们提供了一些关键的例子,有效地展示了鸣禽拥有和使用的广泛能力。
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引用次数: 2
Investigating the Effects of Applied Learning Principles on the “Create” Response in Atlantic Bottlenose Dolphins (Tursiops truncatus) 应用学习原则对大西洋宽吻海豚“创造”反应的影响研究
Q3 Psychology Pub Date : 2016-01-01 DOI: 10.46867/IJCP.2016.29.00.11
Mary Katherine Lawrence, Jill L. Borger-Turner, Ted Turner, Holli C. Eskelinen
When analyzing animal behavior, it is important to consider the influence of learning principles. The create response of bottlenose dolphins, elicited by a discriminative stimulus, or an SD (visual cue presented to an animal by a trainer), has been described as an elective, often novel response based on arbitrary preferences of individual animals. The goal of this study was to identify the potential influence of reinforcement theory, response class, and primacy and recency on the create responses of bottlenose dolphins. Three, male subjects with an established mastery of the create paradigm, identified in this study as a non-specific, non-repeat contingency, were assessed over the course of two months while under stimulus control (pre-assessment), followed by evaluations of the create response (create assessment) using a double-blind sampling model. During the pre- and create assessments, each response was quantified regarding response class, frequency of request, and reinforcement type, frequency, and magnitude. When presented with the create SD, the dolphins elected to produce behaviors predominantly associated with the more recent training context (create assessment) versus behaviors associated with training that occurred months prior (pre-assessment), which may demonstrate the effects of primacy versus recency. Additionally, the create trials were associated with reinforcement on a high frequency and magnitude, fixed, low ratio schedule, and the subjects most often performed the behaviors associated with the greatest magnitude of primary reinforcement, which highlights the influence of reinforcement and the law of effects. Lastly, two subjects never responded with high energy behaviors in the create contingency, and one subject performed significantly more low and medium energy responses when compared to high energy behaviors, capturing the effects of a response class characterized by intensity under a fixed ratio reinforcement schedule. Thus, the create response was not represented by arbitrary elective preferences but rather, partially driven by the learning theories examined.
在分析动物行为时,考虑学习原则的影响是很重要的。宽吻海豚的创造反应是由辨别刺激或SD(训练者提供给动物的视觉线索)引起的,被描述为一种选择性的,通常是基于个体动物任意偏好的新颖反应。本研究的目的是确定强化理论、反应类别、首要性和近因性对宽吻海豚创造反应的潜在影响。第三,在本研究中,已掌握创造范式的男性受试者被确定为非特异性、非重复的偶然性,他们在刺激控制(预评估)下进行了两个月的评估,随后使用双盲抽样模型对创造反应(创造评估)进行了评估。在预评估和创建评估期间,每个响应都被量化为响应类别、请求频率、强化类型、频率和大小。当海豚被呈现在创建SD时,海豚选择产生主要与最近的训练情境相关的行为(创建评估),而不是与几个月前发生的训练相关的行为(预评估),这可能证明了首因与近因的影响。此外,创造试验与高频率、高强度、固定、低比例的强化相关,并且受试者最常表现出与最大强度的初级强化相关的行为,这突出了强化的影响和效果规律。最后,两名被试在创造偶发事件中从未表现出高能量行为,一名被试在创造偶发事件中表现出明显高于高能量行为的低能量和中能量反应,这体现了在固定比例强化计划下以强度为特征的反应类别的影响。因此,创造反应不是由任意的选择偏好所代表的,而是部分由学习理论所驱动的。
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引用次数: 5
Behavioral lateralization in the Florida manatee (Trichechus manatus latirostris) 佛罗里达海牛(trichecchus manatus latirostris)的行为侧化
Q3 Psychology Pub Date : 2016-01-01 DOI: 10.1037/e603962013-126
Kara Tyler-Julian, Kate M. Chapman, Candice Frances, G. Bauer
Author(s): Tyler-Julian, Kara; Chapman, Kate M; Frances, Candice; Bauer, Gordon B | Abstract: We examined side preferences in the Florida manatee (Trichechus manatus latirostris) through observations of limb use (right and left flipper) in 123 wild and 16 captive individuals. We also analyzed archival data on wild manatees to develop an index of boat-caused body scars to determine lateralization of evasive action. Wild and captive manatees displayed flipper lateralization at the individual, but not the population level for several behaviors including substrate touches, sculling, and feeding. In contrast, manatees were lateralized at the population level for boat-scar biases with more manatees showing a left scar bias (45%) versus right (34%) or dorsal (21%).
作者:Tyler-Julian, Kara;查普曼,凯特·M;弗朗西丝,坎迪斯;摘要:通过对123只野生海牛和16只圈养海牛肢体(左右鳍)使用情况的观察,研究了佛罗里达海牛(Trichechus manatus latirostris)的侧边偏好。我们还分析了野生海牛的档案数据,以建立船舶引起的身体疤痕指数,以确定规避行为的偏侧性。野生和圈养海牛在个体水平上表现出鳍侧化,而在群体水平上表现出鳍侧化,包括触底、划水和进食等行为。相比之下,海牛在种群水平上的船疤痕偏倚是偏侧的,更多的海牛表现为左侧疤痕偏倚(45%),而不是右侧疤痕偏倚(34%)或背部疤痕偏倚(21%)。
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引用次数: 7
Temporal Control Deficits in Murine Models of Huntington's Disease 亨廷顿氏病小鼠模型的时间控制缺陷
Q3 Psychology Pub Date : 2015-01-01 DOI: 10.46867/IJCP.2015.28.02.05
D. Brunner, F. Balcı, Paul C. P. Curtin, Andrew M. Farrar, S. Oakeshott, J. Sutphen, Jason D. Berger, D. Howland
Timing is a ubiquitous process that underlies a great variety of human activities and depends on highly conserved neuronal circuitry, the cortico-striatal loops. The peak interval (PI) task is an operant task that conditions subjects to initiate and terminate behavioral responses bracketing a fixed interval associated with reinforcement. Performance in this task depends on the efficacy of temporal control processes that coordinate interval encoding and decoding, instrumental response innitiation, cessation and maintenance, and motor control. Here, we used the PI procedure to characterize temporal control in zQ175 knockin (KI) and BAC HD transgenic (Tg) mice generated to model Huntington's Disease (HD), and contrast the result with previously published R6/2 Tg PI data. HD is a progressive neurodegenerative disorder that involves degeneration of the same neural circuits underlying temporal information processing and control of motor output. Our results indicate that temporal control is disrupted in R6/2 Tg and zQ175 KI mice but intact in BAC HD Tg mice. Trial-by-trial analysis of break-run patterns in response rates indicated that shifts in zQ175 KI response curves were driven by significant delays in response initiation and cessation. Similar temporal control deficits were previously reported in HD patients and R6/2 transgenic HD mice. These findings support the use of zQ175 mice in preclinical studies of HD-related cognitive deficits. They provide evidence of a strong homology between the human and rodent neural bases of temporal information processing, temporal response control, and their pathology in neurodegeneration.
计时是一个普遍存在的过程,是人类活动的基础,它依赖于高度保守的神经回路,即皮质纹状体回路。峰值间隔(peak interval, PI)任务是一种操作性任务,它要求被试在与强化相关的固定间隔内启动和终止行为反应。在这项任务中的表现取决于协调间隔编码和解码、工具反应启动、停止和维持以及运动控制的时间控制过程的有效性。在这里,我们使用PI程序来表征zQ175敲除蛋白(KI)和BAC HD转基因(Tg)小鼠的时间控制,以模拟亨廷顿病(HD),并将结果与先前发表的R6/2 Tg PI数据进行对比。HD是一种进行性神经退行性疾病,涉及与时间信息处理和运动输出控制相关的神经回路的退化。我们的研究结果表明,R6/2 Tg和zQ175 KI小鼠的时间控制被破坏,而BAC HD Tg小鼠的时间控制完好无损。对反应率中断运行模式的逐个试验分析表明,zQ175 KI反应曲线的变化是由反应开始和停止的显著延迟驱动的。此前在HD患者和R6/2转基因HD小鼠中也报道了类似的时间控制缺陷。这些发现支持在hd相关认知缺陷的临床前研究中使用zQ175小鼠。他们提供了人类和啮齿动物在时间信息处理、时间反应控制和神经退行性疾病病理方面的神经基础具有很强的同源性的证据。
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引用次数: 4
Subjective and Real Time: Coding Under Different Drug States. 主观与实时:不同药物状态下的编码。
Q3 Psychology Pub Date : 2015-01-01
Hugo Sanchez-Castillo, Kathleen M Taylor, Ryan D Ward, Diana B Paz-Trejo, Maria Arroyo-Araujo, Oscar Galicia Castillo, Peter D Balsam

Organisms are constantly extracting information from the temporal structure of the environment, which allows them to select appropriate actions and predict impending changes. Several lines of research have suggested that interval timing is modulated by the dopaminergic system. It has been proposed that higher levels of dopamine cause an internal clock to speed up, whereas less dopamine causes a deceleration of the clock. In most experiments the subjects are first trained to perform a timing task while drug free. Consequently, most of what is known about the influence of dopaminergic modulation of timing is on well-established timing performance. In the current study the impact of altered DA on the acquisition of temporal control was the focal question. Thirty male Sprague-Dawley rats were distributed randomly into three different groups (haloperidol, d-amphetamine or vehicle). Each animal received an injection 15 min prior to the start of every session from the beginning of interval training. The subjects were trained in a Fixed Interval (FI) 16s schedule followed by training on a peak procedure in which 64s non-reinforced peak trials were intermixed with FI trials. In a final test session all subjects were given vehicle injections and 10 consecutive non-reinforced peak trials to see if training under drug conditions altered the encoding of time. The current study suggests that administration of drugs that modulate dopamine do not alter the encoding temporal durations but do acutely affect the initiation of responding.

生物体不断地从环境的时间结构中提取信息,这使它们能够选择适当的行动并预测即将发生的变化。一些研究表明,间隔时间是由多巴胺能系统调节的。有人提出,较高水平的多巴胺会导致内部时钟加快,而较少的多巴胺会导致时钟减速。在大多数实验中,受试者首先被训练在没有药物的情况下执行计时任务。因此,大多数已知的多巴胺能定时调节的影响是对既定定时性能的影响。在目前的研究中,多巴胺的改变对时间控制习得的影响是焦点问题。30只雄性Sprague-Dawley大鼠随机分为三组(氟哌啶醇、d-安非他明和载药组)。每只动物在每次间歇训练开始前15分钟接受注射。受试者采用固定间隔(FI) 16秒训练计划,随后采用峰值训练程序,其中64秒非强化峰值试验与FI试验混合进行。在最后的测试阶段,所有受试者都接受了载体注射和10个连续的非强化峰值试验,以观察药物条件下的训练是否改变了时间编码。目前的研究表明,服用调节多巴胺的药物不会改变编码的时间持续时间,但会严重影响反应的开始。
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引用次数: 0
Everywhere and everything: The power and ubiquity of time. 无处不在,无所不能:时间的力量与无处不在。
Q3 Psychology Pub Date : 2015-01-01
Andrew T Marshall, Kimberly Kirkpatrick

Anticipatory timing plays a critical role in many aspects of human and non-human animal behavior. Timing has been consistently observed in the range of milliseconds to hours, and demonstrates a powerful influence on the organization of behavior. Anticipatory timing is acquired early in associative learning and appears to guide association formation in important ways. Importantly, timing participates in regulating goal-directed behaviors in many schedules of reinforcements, and plays a critical role in value-based decision making under concurrent schedules. In addition to playing a key role in fundamental learning processes, timing often dominates when temporal cues are available concurrently with other stimulus dimensions. Such control by the passage of time has even been observed when other cues provide more accurate information and can lead to sub-optimal behaviors. The dominance of temporal cues in governing anticipatory behavior suggests that time may be inherently more salient than many other stimulus dimensions. Discussions of the interface of the timing system with other cognitive processes are provided to demonstrate the powerful and primitive nature of time as a stimulus dimension.

预期时机在人类和非人类动物行为的许多方面都起着至关重要的作用。人们在几毫秒到几小时的范围内持续观察到定时,它对行为的组织有着强大的影响。在联想学习过程中,人们很早就掌握了预期时机,并以重要的方式指导联想的形成。重要的是,在许多强化计划中,时机参与调节目标定向行为,并在并行计划下基于价值的决策中发挥关键作用。除了在基本的学习过程中发挥关键作用外,当时间线索与其他刺激维度同时存在时,时机往往会占据主导地位。甚至在其他线索提供更准确信息的情况下,也能观察到时间流逝对决策的控制,从而导致次优行为。时间线索在预期行为中的主导地位表明,时间在本质上可能比许多其他刺激维度更突出。本文讨论了计时系统与其他认知过程的接口,以证明时间作为刺激维度的强大而原始的性质。
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引用次数: 0
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International Journal of Comparative Psychology
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