Learning about associatively activated stimulus representations: Implications for acquired equivalence and perceptual learning

Pavlovian conditioning is taken to reflect the formation of links between the central representations of stimuli. A link will be formed when presentation of the relevant stimuli is scheduled in a way that ensures that two representations are activated concurrently. Once this has occurred, a representation can be activated not only by the occurrence of the appropriate stimulus but also by way of the link. Evidence is reviewed to suggest that activation produced by this second route is, in some ways, functionally equivalent to direct activation; in particular, an associatively activated representation (animage) appears capable of forming further associative links with other event representations. Learning about associatively activated stimulus representations may play a role in a range of phenomena. Its contribution to the following is discussed: sensory preconditioning, second-order conditioning, acquired equivalence and distinctiveness, equivalence class formation, and the perceptual learning effect. Finally, consideration is given to the way in which existing theories of associative learning might be modified in order to accommodate this process.     

An elemental model of associative learning: I. Latent inhibition and perceptual learning

This paper presents a brief, informal outline followed by a formal statement of an elemental associative learning model first described by McLaren, Kaye, and Mackintosh (1989). The model assumes representation of stimuli by sets of elements (i.e., microfeatures) and a set of associative algorithms that incorporate the following: real-time simulation of learning; an error-correcting learning rule; weight decay that distinguishes between transient and permanent associations; and modulation of associative learning that gives high salience to and, hence, promotes rapid learning with novel, unpredicted stimuli and reduces the salience for a stimulus as its error term declines. The model is applied in outline fashion to some of the basic phenomena of simple conditioning and, in greater detail, to the phenomena of latent inhibition and perceptual learning. A detailed account of generalization and discrimination will be provided in a later paper.     

Perceptual learning with tactile stimuli in rodents: Shaping the somatosensory system

The animal kingdom contains species with a wide variety of sensory systems that have been selected to function in different environmental niches, but that are also subject to modification by experience during an organism’s lifetime. The modification of such systems by experience is often called perceptual learning. In rodents, the classic example of perceptual learning is the observation that simple preexposure to two visual stimuli facilitates a subsequent (reinforced) discrimination between them. However, until recently very little behavioral research had investigated perceptual learning with tactile stimuli in rodents, in marked contrast to the wealth of information about plasticity in the rodent somatosensory system. Here we present a selective review of behavioral analyses of perceptual learning with tactile stimuli, alongside evidence concerning the potential bases of such effects within the somatosensory system.     

An Embedded and Embodied Cognition Review of Instructional Manipulatives

Recent literature on learning with instructional manipulatives seems to call for a moderate view on the effects of perceptual and interactive richness of instructional manipulatives on learning. This “moderate view” holds that manipulatives’ perceptual and interactive richness may compromise learning in two ways: (1) by imposing a very high cognitive load on the learner, and (2) by hindering drawing of symbolic inferences that are supposed to play a key role in transfer (i.e., application of knowledge to new situations in the absence of instructional manipulatives). This paper presents a contrasting view. Drawing on recent insights from Embedded Embodied perspectives on cognition, it is argued that (1) perceptual and interactive richness may provide opportunities for alleviating cognitive load (Embedded Cognition), and (2) transfer of learning is not reliant on decontextualized knowledge but may draw on previous sensorimotor experiences of the kind afforded by perceptual and interactive richness of manipulatives (Embodied Cognition). By negotiating the Embedded Embodied Cognition view with the moderate view, implications for research are derived.     

Elemental representation and configural mappings: Combining elemental and configural theories of associative learning

In this article, we present our first attempt at combining an elemental theory designed to model representation development in an associative system (based on McLaren, Kaye, & Mackintosh, 1989) with a configural theory that models associative learning and memory (McLaren, 1993). After considering the possible advantages of such a combination (and some possible pitfalls), we offer a hybrid model that allows both components to produce the phenomena that they are capable of without introducing unwanted interactions. We then successfully apply the model to a range of phenomena, including latent inhibition, perceptual learning, the Espinet effect, and first- and second-order retrospective revaluation. In some cases, we present new data for comparison with our model's predictions. In all cases, the model replicates the pattern observed in our experimental results. We conclude that this line of development is a promising one for arriving at general theories of associative learning and memory.     

Null Effects of Perceptual Disfluency on Learning Outcomes in a Text-Based Educational Context: a Meta-analysis

Recent research in a text-based educational context has demonstrated a seemingly paradoxical disfluency effect in reading, namely that learning with hard-to-read (disfluent) materials helps learners recall more details than learning with easy-to-read (fluent) materials. Many follow-up studies using a variety of participants, learning materials, and experimental designs have been conducted to verify the effects of disfluency manipulation on recall, transfer, judgments of learning, and learning time. However, a number of them have failed to replicate this effect and the mixed findings bring into question the generality of the disfluency effect with respect to learning. In this meta-analysis, we tested the overall effect of perceptual disfluency on learning with texts, as well as moderators of this effect, based on 25 empirical articles involving 3135 participants. Results showed that overall, there was no effect of perceptual disfluency on recall (d?=???0.01) or transfer (d?=?0.03), but perceptual disfluency did reduce participants’ judgments of learning (d?=???0.43) and increase learning time (d?=?0.52). Tests of moderation focused on the most commonly studied dependent measure, namely recall. There was no evidence that characteristics of the participants, learning material, or experimental design moderated the effect of perceptual disfluency on recall. In general, though perceptual disfluency can be used as an effective metacognitive cue to reduce judgments of learning and increase learning time, there is not enough evidence to show that it either stimulates analytic processing or increases extraneous cognitive load.     

Concurrent development of excitatory and inhibitory associations during backward conditioning

After backward pairings with a paraorbital shock, a tone CS was an effective punisher of licking in rabbits, yet yielded retarded forward acquisition of the rabbit’s nictitating membrane response. The observation of both excitatory and inhibitory associative effects after a common training protocol challenges the assumption of a unidimensional associative continuum and supports approaches that assert a multidimensional structure to associations.     

Attention as an acquisition and performance variable (AAPV)

This article introduces a new model of Pavlovian conditioning, attention as an acquisition and performance variable (AAPV), which, like several other so-called attentional models, emphasizes the role of variation of cue salience, together with associative strength, in accounting for conditioning phenomena. AAPV is primarily (but not exclusively) a performance-focused model in that it assumes not only that both the saliences and associative strengths of cue representations change during acquisition, but also that they are both influential at the time of test in determining responding. Different weights are given to the representations’ associative strengths according to the representations’ respective saliences at test. The model also treats the representation of a stimulus that is directly activated by presentation of that stimulus as distinct from the representation of the same stimulus that is activated by presenting a companion of the stimulus. Additionally, extinction is viewed as resulting from a decrease in the salience of the cue’s representation, rather than a decrease in associative strength. Simulations of several Pavlovian phenomena are presented in order to illustrate the model and assess its robustness.     

Reflection and phenomenography: towards theoretical and educational development possibilities

In this article links are explored between the characterizations of learning stemming from the phenomenographic research orientation and from Donald Schön’s reflection-in-action, an extension of John Dewey’s idea of reflection. The aim is to argue that these parallels open up new ways of viewing Schön’s work which facilitate theoretical development for the phenomenographic view of learning. As part of this argument the phenomenographic view that all learning is a function of experienced variation is explored in relation to Schön’s characterization of learning to make sense of things in confusing and complex situations. Then a concept of reflective learning is introduced to extend the phenomenographic anatomy of awareness with a view to having mindful appreciation of context emerge as an educationally critically aspect of learning.     

Symmetrical generalization decrements: Configural stimulus processing in human contingency learning

Models of associative learning differ in their predictions concerning the symmetry of generalization decrements. Whereas Pearce’s (1994) configural model predicts the same response decrement after adding elements to and after removing elements from a previously trained stimulus, elemental models, such as the replaced elements model and Harris’s (2006) model, anticipate more of a decrement for removing than for adding elements. In three contingency learning experiments, we manipulated the motion and the spatial arrangement of colored dots in order to induce configural or elemental processing by perceptual grouping. The results reliably showed symmetrical decrements for the added and removed groups. The manipulations of the stimuli had no effect on stimulus processing. This is in line with Pearce’s configural model, but it is at variance with the elemental models and previous studies.     

Perceptual learning and representational learning in humans and animals

Traditionally, perceptual learning in humans and classical conditioning in animals have been considered as two very different research areas, with separate problems, paradigms, and explanations. However, a number of themes common to these fields of research emerge when they are approached from the more general concept of representational learning. To demonstrate this, I present results of several learning experiments with human adults and infants, exploring how internal representations of complex unknown visual patterns might emerge in the brain. I provide evidence that this learning cannot be captured fully by any simple pairwise associative learning scheme, but rather by a probabilistic inference process called Bayesian model averaging, in which the brain is assumed to formulate the most likely chunking/grouping of its previous experience into independent representational units. Such a generative model attempts to represent the entire world of stimuli with optimal ability to generalize to likely scenes in the future. I review the evidence showing that a similar philosophy and generative scheme of representation has successfully described a wide range of experimental data in the domain of classical conditioning in animals. These convergent findings suggest that statistical theories of representational learning might help to link human perceptual learning and animal classical conditioning results into a coherent framework.     

Making connections among multiple graphical representations of fractions: sense-making competencies enhance perceptual fluency,but not vice versa

Prior research shows that representational competencies that enable students to use graphical representations to reason and solve tasks is key to learning in many science, technology, engineering, and mathematics domains. We focus on two types of representational competencies: (1) sense making of connections by verbally explaining how different representations map to one another, and (2) perceptual fluency that allows students to fast and effortlessly use perceptual features to make connections among representations. Because these different competencies are acquired via different types of learning processes, they require different types of instructional support: sense-making activities and fluency-building activities. In a prior experiment, we showed benefits for combining sense-making activities and fluency-building activities. In the current work, we test how to combine these two forms of instructional support, specifically, whether students should first work on sense-making activities or on fluency-building activities. This comparison allows us to investigate whether sense-making competencies enhance students’ acquisition of perceptual fluency (sense-making-first hypothesis) or whether perceptual fluency enhances students’ acquisition of sense-making competencies (fluency-first hypothesis). We conducted a lab experiment with 74 students from grades 3–5 working with an intelligent tutoring system for fractions. We assessed learning processes and learning outcomes related to representational competencies and domain knowledge. Overall, our results support the sense-making-first hypothesis, but not the fluency-first hypothesis.     

Designing distance learning programmes for Limited English Proficient (LEP) students in large urban areas: An application of perceptual mapping and conjoint analysis methods

Providing low cost, high quality educational services to growing numbers of multilingual communities is perhaps one of the greatest challenges facing large urban school districts. In the Los Angeles urban area, adult students who wish to attend English as a Second Language (ESL) classes are presently constrained by the limitations of school resources, public transportation and growing levels of crime and street violence. Urban distance learning programmes may provide the best alternative to meet the educational needs of Limited English Proficient (LEP) adult students because it can service large numbers of students who are separated from their schools by geographical distance, safety, convenience, transportation, etc. Using perceptual mapping and conjoint analysis methodologies, this study analytically identifies and examines the design features or attribute characteristics of an ESL urban distance learning programme for LEP adults. Using focus groups as the basis to identify these attributes, perceptual mapping methods point to a market niche in developing technology‐driven, low‐cost distance learning programmes for these students. A conjoint analysis survey finds that LEP students generally favour distance learning programmes where ‘cost’, ‘effectiveness’ and ‘assessment’ are the primary attribute components.     

Creating sites of community education and democracy: Henry Morris and the Cambridgeshire village colleges. A reflection 90 years on from their inception

This article investigates the work of Henry Morris (1889–1961), in particular his ideas on the Cambridgeshire village colleges. It is now 90 years since the first of these was founded in Sawston in 1930, and the article aims to address the issue of whether Morris’s views on education and democracy encapsulated in the village colleges still have relevancy in the early twenty-first century. An overview of Morris’s career and the creation of the village colleges is investigated, using the work of Paul Hirst and associative democracy as a theoretical lens. It is argued that the Cambridgeshire village colleges do have some attributes of associative democracy, particularly their original emphasis as sites of local democracy and participation from voluntary bodies and private individuals. However, Morris’s role as Cambridgeshire’s Chief Education Officer (1922–1954) meant that the local state (in the guise of the County Council) played a more significant role in the village colleges than Hirst advocates for his version of associative democracy. As English primary and secondary schools turn from local authority control to academy status, Morris’s vision for local schools of and for local people is becoming increasingly compromised. The article ends with the work of Allen and Gann, both influenced by Morris, who argue for a revitalised form of comprehensive schooling and lifelong learning that again sees educational institutions as sites of grassroots democracy.     

Varieties of perceptual learning

Although most studies of perceptual learning in human participants have concentrated on the changes in perception assumed to be occurring, studies of nonhuman animals necessarily measure discrimination learning and generalization and remain agnostic on the question of whether changes in behavior reflect changes in perception. On the other hand, animal studies do make it easier to draw a distinction between supervised and unsupervised learning. Differential reinforcement will surely teach animals to attend to some features of a stimulus array rather than to others. But it is an open question as to whether such changes in attention underlie the enhanced discrimination seen after unreinforced exposure to such an array. I argue that most instances of unsupervised perceptual learning observed in animals (and at least some in human animals) are better explained by appeal to well-established principles and phenomena of associative learning theory: excitatory and inhibitory associations between stimulus elements, latent inhibition, and habituation.     

Induction of odor preference in a specialist insect parasitoid

This paper deals with the effect of associative and nonassociative odor conditioning on odor preference in a specialist larval parasitic wasp ofDrosophila melanogaster, Leptopilina boulardi. Differently experienced females were offered a choice between banana and strawberry odors in a four-armed olfactometer. Wasps that were allowed to oviposit in an odorless airflow before testing exhibited no significant response to the odors, whereas females with an oviposition experience in the presence of an odor clearly preferred the scent that they had experienced. Furthermore, exposure to strawberry odor after oviposition could also induce a preference for strawberry or banana odor, depending on the concentrations of both scents used for conditioning and testing. This effect was independent of the time elapsed between oviposition and strawberry exposure, suggesting that it was caused by nonassociative conditioning and not by backward associative learning. Exposure to banana odor after oviposition had no effect on females’ responses. Variations in odor concentrations also influenced the expression of associative learning, although to a much lesser extent.     

Surprise and change: Variations in the strength of present and absent cues in causal learning

It is said that “absence makes the heart grow fonder.” But, when and why does an absent event become salient to the heart or to the brain? An absent event may become salient when its nonoccurrence is surprising. Van Hamme and Wasserman (1994) found that a nonpresented but expected stimulus can actually change its associative status—and in the opposite direction from a presented stimulus. Associative models like that of Rescorla and Wagner (1972) focus only on presented cues; so, they cannot explain this result. However, absent cues can be permitted to change their value by assigning different learning parameters to present and absent cues. Van Hamme and Wasserman revised the Rescorla-Wagner model so that the α parameter is positive for present cues, but negative for absent cues; now, changes in the associative strength of absent cues move in the opposite direction as presented ones. This revised Rescorla-Wagner model can thus explain such otherwise vexing empirical findings as backward blocking, recovery from overshadowing, and backward conditioned inhibition. Moreover, the revised model predicts new effects. For example, explicit information about the absence of nonpresented cues should increase their salience (that is, their negative α value should be larger), leading to stronger associative changes than when no explicit mention is made of cue absence. Support for this prediction is detailed in a new causal judgment experiment in which participants rated the effectiveness of different foods’ triggering a patient’s allergic reaction. Overall, these and other findings encourage us to view human causal learning from an associative perspective.     

英语学习者的感知学习风格和词汇策略研究

本文根据Reid的感知学习风格和Schmitt的词汇学习策略分类,通过问卷调查方式,调查了128位高职英语学习者的感知学习风格倾向和词汇学习策略运用特点及两者的相关性。研究结果表明:该群体最倾向于独立和视觉风格而最不倾向于合作型学习风格;最常用记忆、认知策略而少用元认知和社会策略;感知学习风格影响学习策略的选择,风格与策略多处显著相关。     

略论幼儿几种重要创新能力的培养

学前教育阶段作为国民教育的奠基阶段,是创新能力发展的关键阶段,需要从小发展和培养好幼儿的学习能力、思维能力、合作能力以及领导能力。通过游戏活动、同伴交往、操作活动、教学活动能培养幼儿的学习能力。通过营造民主宽松的学习环境、丰富幼儿的感性知识经验、发展幼儿的语言表达能力、激发幼儿的求知欲、鼓励幼儿多想多问能发展幼儿的思维能力。通过体验合作的快乐、榜样示范、活动渗透、学习合作的方法能培养幼儿的合作能力。通过尊重幼儿的梦想、鼓励冒险精神、训练发散性思维、培养服务态度能发展幼儿的领导能力。     

Chan teaching and learning: an aesthetic analysis of its educational import

This study examines the sudden enlightenment sect of Chan (or Zen in Japanese terms) in order to understand various aspects of teaching and learning in the Buddhist tradition in China. To unravel Chan’s educational import, we analyze its aesthetic features through a Western lens in order to highlight significant aspects of the teaching/learning process. Using connections, risk taking, imagination, sensory experience, perceptivity, and active engagement, a six-theme framework in the Western aesthetic education literature, we summarize five characteristics of Chan teaching and learning that specifically facilitates learners to be actively engaged and connected in their learning and modestly facilitates the learner’s sensory experience and imagination. We argue that Chan’s teaching and learning do not enable learners to take risks or to become overly perceptive. These aesthetic features might make Chinese learners more able learners in a lecture-directed learning environment that is usually associated with ineffective learning in Western teaching and learning discourse. Lack of risk taking in Chan tradition might relate to the lack of creative thinking in China, which still needs more in-depth exploration.