Psychonomic Bulletin & Review最新文献

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What we mean when we say semantic: Toward a multidisciplinary semantic glossary. 当我们说语义时,我们指的是什么:走向多学科语义词汇表。
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-09-04 DOI: 10.3758/s13423-024-02556-7
Jamie Reilly, Cory Shain, Valentina Borghesani, Philipp Kuhnke, Gabriella Vigliocco, Jonathan E Peelle, Bradford Z Mahon, Laurel J Buxbaum, Asifa Majid, Marc Brysbaert, Anna M Borghi, Simon De Deyne, Guy Dove, Liuba Papeo, Penny M Pexman, David Poeppel, Gary Lupyan, Paulo Boggio, Gregory Hickok, Laura Gwilliams, Leonardo Fernandino, Daniel Mirman, Evangelia G Chrysikou, Chaleece W Sandberg, Sebastian J Crutch, Liina Pylkkänen, Eiling Yee, Rebecca L Jackson, Jennifer M Rodd, Marina Bedny, Louise Connell, Markus Kiefer, David Kemmerer, Greig de Zubicaray, Elizabeth Jefferies, Dermot Lynott, Cynthia S Q Siew, Rutvik H Desai, Ken McRae, Michele T Diaz, Marianna Bolognesi, Evelina Fedorenko, Swathi Kiran, Maria Montefinese, Jeffrey R Binder, Melvin J Yap, Gesa Hartwigsen, Jessica Cantlon, Yanchao Bi, Paul Hoffman, Frank E Garcea, David Vinson
{"title":"What we mean when we say semantic: Toward a multidisciplinary semantic glossary.","authors":"Jamie Reilly, Cory Shain, Valentina Borghesani, Philipp Kuhnke, Gabriella Vigliocco, Jonathan E Peelle, Bradford Z Mahon, Laurel J Buxbaum, Asifa Majid, Marc Brysbaert, Anna M Borghi, Simon De Deyne, Guy Dove, Liuba Papeo, Penny M Pexman, David Poeppel, Gary Lupyan, Paulo Boggio, Gregory Hickok, Laura Gwilliams, Leonardo Fernandino, Daniel Mirman, Evangelia G Chrysikou, Chaleece W Sandberg, Sebastian J Crutch, Liina Pylkkänen, Eiling Yee, Rebecca L Jackson, Jennifer M Rodd, Marina Bedny, Louise Connell, Markus Kiefer, David Kemmerer, Greig de Zubicaray, Elizabeth Jefferies, Dermot Lynott, Cynthia S Q Siew, Rutvik H Desai, Ken McRae, Michele T Diaz, Marianna Bolognesi, Evelina Fedorenko, Swathi Kiran, Maria Montefinese, Jeffrey R Binder, Melvin J Yap, Gesa Hartwigsen, Jessica Cantlon, Yanchao Bi, Paul Hoffman, Frank E Garcea, David Vinson","doi":"10.3758/s13423-024-02556-7","DOIUrl":"https://doi.org/10.3758/s13423-024-02556-7","url":null,"abstract":"<p><p>Tulving characterized semantic memory as a vast repository of meaning that underlies language and many other cognitive processes. This perspective on lexical and conceptual knowledge galvanized a new era of research undertaken by numerous fields, each with their own idiosyncratic methods and terminology. For example, \"concept\" has different meanings in philosophy, linguistics, and psychology. As such, many fundamental constructs used to delineate semantic theories remain underspecified and/or opaque. Weak construct specificity is among the leading causes of the replication crisis now facing psychology and related fields. Term ambiguity hinders cross-disciplinary communication, falsifiability, and incremental theory-building. Numerous cognitive subdisciplines (e.g., vision, affective neuroscience) have recently addressed these limitations via the development of consensus-based guidelines and definitions. The project to follow represents our effort to produce a multidisciplinary semantic glossary consisting of succinct definitions, background, principled dissenting views, ratings of agreement, and subjective confidence for 17 target constructs (e.g., abstractness, abstraction, concreteness, concept, embodied cognition, event semantics, lexical-semantic, modality, representation, semantic control, semantic feature, simulation, semantic distance, semantic dimension). We discuss potential benefits and pitfalls (e.g., implicit bias, prescriptiveness) of these efforts to specify a common nomenclature that other researchers might index in specifying their own theoretical perspectives (e.g., They said X, but I mean Y).</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142133524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The relationship of speech perception and speech production: It's complicated. 语音感知与语音生成之间的关系:这很复杂
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-09-03 DOI: 10.3758/s13423-024-02561-w
Melissa M Baese-Berk, Efthymia C Kapnoula, Arthur G Samuel
{"title":"The relationship of speech perception and speech production: It's complicated.","authors":"Melissa M Baese-Berk, Efthymia C Kapnoula, Arthur G Samuel","doi":"10.3758/s13423-024-02561-w","DOIUrl":"https://doi.org/10.3758/s13423-024-02561-w","url":null,"abstract":"<p><p>A widely held belief is that speech perception and speech production are tightly linked, with each modality available to help with learning in the other modality. This positive relationship is often summarized as perception and production being \"two sides of the same coin.\" There are, indeed, many situations that have shown this mutually supportive relationship. However, there is a growing body of research showing very different results, with the modalities operating independently, or even in opposition to each other. We review the now-sizeable literature demonstrating the negative effect that speech production can have on perceptual learning of speech, at multiple levels (particularly at the lexical and sublexical levels). By comparing the situations that show this pattern with ones in which more positive interactions occur, we provide an initial account of why the different outcomes are found, identifying factors that lead to either positive or negative effects of production on perception. The review clarifies the complex relationship that exists between the two modalities: They are indeed linked, but their relationship is more complicated than is suggested by the notion that they are two sides of the same coin.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142126517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Generation (not production) improves the fidelity of visual representations in picture naming. 生成(而非制作)提高了图片命名中视觉表征的保真度。
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-08-26 DOI: 10.3758/s13423-024-02566-5
Jedidiah W Whitridge, Chris A Clark, Kathleen L Hourihan, Jonathan M Fawcett
{"title":"Generation (not production) improves the fidelity of visual representations in picture naming.","authors":"Jedidiah W Whitridge, Chris A Clark, Kathleen L Hourihan, Jonathan M Fawcett","doi":"10.3758/s13423-024-02566-5","DOIUrl":"https://doi.org/10.3758/s13423-024-02566-5","url":null,"abstract":"<p><p>The production effect refers to the finding that participants better remember items read aloud than items read silently. This pattern has been attributed to aloud items being relatively more distinctive in memory than silent items, owing to the integration of additional sensorimotor features within the encoding episode that are thought to facilitate performance at test. Other theorists have instead argued that producing an item encourages additional forms of processing not limited to production itself. We tested this hypothesis using a modified production task where participants named monochromatic line drawings aloud or silently either by generating the names themselves (no label condition) or reading a provided label (label condition). During a later test, participants were presented with each line drawing a second time and required to reproduce the original color and location using a continuous slider. Production was found to improve memory for visual features, but only when participants were required to generate the label themselves. Our findings support the notion that picture naming improves memory for visual features; however, this benefit appears to be driven by factors related to response generation rather than production itself.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The principal components of meaning, revisited. 重新审视意义的主要成分。
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-08-22 DOI: 10.3758/s13423-024-02551-y
Chris Westbury, Michelle Yang, Kris Anderson
{"title":"The principal components of meaning, revisited.","authors":"Chris Westbury, Michelle Yang, Kris Anderson","doi":"10.3758/s13423-024-02551-y","DOIUrl":"https://doi.org/10.3758/s13423-024-02551-y","url":null,"abstract":"<p><p>Osgood, Suci, and Tannebaum were the first to attempt to identify the principal components of semantics using dimensional reduction of a high-dimensional model of semantics constructed from human judgments of word relatedness. Modern word-embedding models analyze patterns of words to construct higher dimensional models of semantics that can be similarly subjected to dimensional reduction. Hollis and Westbury characterized the first eight principal components (PCs) of a word-embedding model by correlating them with several well-known lexical measures, such as logged word frequency, age of acquisition, valence, arousal, dominance, and concreteness. The results show some clear differentiation of interpretation between the PCs. Here, we extend this work by analyzing a larger word-embedding matrix using semantic measures initially derived from subjective inspection of the PCs. We then use quantitative analysis to confirm the utility of these subjective measures for predicting PC values and cross-validate them on two word-embedding matrices developed on distinct corpora. Several semantic and word class measures are strongly predictive of early PC values, including first-person and second-person verbs, personal relevance of abstract and concrete words, affect terms, and names of places and people. The predictors of the lowest magnitude PCs generalized well to word-embedding matrices constructed from separate corpora, including matrices constructed using different word-embedding methods. The predictive categories we describe are consistent with Wittgenstein's argument that an autonomous level of social interaction grounds linguistic meaning.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142036766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Visual experience modulates the sensitivity to the distributional history of words in natural language. 视觉经验会调节对自然语言中词汇分布历史的敏感度。
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-08-22 DOI: 10.3758/s13423-024-02557-6
Giorgia Anceresi, Daniele Gatti, Tomaso Vecchi, Marco Marelli, Luca Rinaldi
{"title":"Visual experience modulates the sensitivity to the distributional history of words in natural language.","authors":"Giorgia Anceresi, Daniele Gatti, Tomaso Vecchi, Marco Marelli, Luca Rinaldi","doi":"10.3758/s13423-024-02557-6","DOIUrl":"10.3758/s13423-024-02557-6","url":null,"abstract":"<p><p>Different experiential traces (i.e., linguistic, motor, and perceptual) are likely contributing to the organization of human semantic knowledge. Here, we aimed to address this issue by investigating whether visual experience may affect the sensitivity to distributional priors from natural language. We conducted an independent reanalysis of data from Bottini et al., in which early blind and sighted participants performed an auditory lexical decision task. Since previous research has shown that semantic neighborhood density-the mean distance between a target word and its closest semantic neighbors-can influence performance in lexical decision tasks, we investigated whether vision may alter the reliance on this semantic index. We demonstrate that early blind participants are more sensitive to semantic neighborhood density than sighted participants, as indicated by the significantly faster response times for words with higher levels of semantic neighborhood density shown by the blind group. These findings suggest that an early lack of visual experience may lead to enhanced sensitivity to the distributional history of words in natural language, deepening in turn our understanding of the strict interplay between linguistic and perceptual experience in the organization of conceptual knowledge.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7616517/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142036767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pavlovian safety learning: An integrative theoretical review. 巴甫洛夫安全学习:综合理论回顾。
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-08-21 DOI: 10.3758/s13423-024-02559-4
Patrick A F Laing, Bram Vervliet, Joseph E Dunsmoor, Ben J Harrison
{"title":"Pavlovian safety learning: An integrative theoretical review.","authors":"Patrick A F Laing, Bram Vervliet, Joseph E Dunsmoor, Ben J Harrison","doi":"10.3758/s13423-024-02559-4","DOIUrl":"https://doi.org/10.3758/s13423-024-02559-4","url":null,"abstract":"<p><p>Safety learning involves associating stimuli with the absence of threats, enabling the inhibition of fear and anxiety. Despite growing interest in psychology, psychiatry, and neuroscience, safety learning lacks a formal consensus definition, leading to inconsistent methodologies and varied results. Conceptualized as a form of inhibitory learning (conditioned inhibition), safety learning can be understood through formal learning theories, such as the Rescorla-Wagner and Pearce-Hall models. This review aims to establish a principled conceptualization of 'Pavlovian safety learning', identifying cognitive mechanisms that generate safety and the boundary conditions that constrain it. Based on these observations, we define Pavlovian safety learning as an active associative process, where surprising threat-omission (safety prediction error) acts as a salient reinforcing event. Instead of producing merely neutral or nonaversive states, safety learning endows stimuli with active positive associations to 'safety'. The resulting stimulus-safety memories counteract the influence of fear memories, promoting fear regulation, positive affect, and relief. We critically analyze traditional criteria of conditioned inhibition for their relevance to safety and propose areas for future innovation. A principled concept of Pavlovian safety learning may reduce methodological inconsistencies, stimulate translational research, and facilitate a comprehensive understanding of an indispensable psychological construct.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142018424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Group efficiency based on the termination rule in the multiple-targets visual search task. 多目标视觉搜索任务中基于终止规则的分组效率
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-08-15 DOI: 10.3758/s13423-024-02558-5
Hanshu Zhang, Peng-Fei Zhu, Cheng-Ta Yang
{"title":"Group efficiency based on the termination rule in the multiple-targets visual search task.","authors":"Hanshu Zhang, Peng-Fei Zhu, Cheng-Ta Yang","doi":"10.3758/s13423-024-02558-5","DOIUrl":"https://doi.org/10.3758/s13423-024-02558-5","url":null,"abstract":"<p><p>In practical visual search fields, observers often encounter errors that result from an unknown number of targets, which may induce reduced accuracy and speed. Our current study addresses the potential enhancement of collaborative search efficiency as a dyad to mitigate such incurred search costs. Utilizing the capacity coefficient, we evaluated search efficiency and explored the interplay of task difficulty and termination rule in collaborative visual search. Our prediction that collaborative benefits increased with elevated task difficulty was not supported in Experiment 1, where participants were tasked with judging the presence of any target. In contrast, Experiment 2 demonstrated that dyads exhibited greater search efficiency during exhaustive searches for multiple targets with elevated task difficulty. Notably, our findings indicated an advantage in dyad searches compared to baseline predictions from individual searches. Our results underscored the significance of task difficulty and termination rules in leveraging human resources for improved collaborative visual search performance.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141988733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Responsible remembering: The role of metacognition, forgetting, attention, and retrieval in adaptive memory. 负责任的记忆:元认知、遗忘、注意力和检索在适应性记忆中的作用。
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-08-13 DOI: 10.3758/s13423-024-02554-9
Dillon H Murphy
{"title":"Responsible remembering: The role of metacognition, forgetting, attention, and retrieval in adaptive memory.","authors":"Dillon H Murphy","doi":"10.3758/s13423-024-02554-9","DOIUrl":"https://doi.org/10.3758/s13423-024-02554-9","url":null,"abstract":"<p><p>In our everyday lives, we must remember important information, especially if there are consequences for forgetting. In this review, I discuss recent work on responsible remembering: the strategic and effortful prioritization of important information with consequences for forgetting. Thus far, research regarding responsible remembering has revealed several key factors and mechanisms that work together to enhance memory for important information that will continue to be refined: the identification and selection of what to remember (metacognitive reflectivity), the forgetting of less important information to facilitate memory for items that do need to be remembered (responsible forgetting), the functional prioritization of attention at the expense of competing factors (responsible attention), and the selective recall of important information via efficient retrieval strategies (responsible retrieval). Together, these functions form a cohesive system that aims to selectively prioritize, encode, and recall information that is deemed important based on its anticipated utility or the consequences of forgetting, and considering the importance of information may be a critical memory adaptation as we age. Specifically, if younger and older adults learn to self-assess and prioritize important information that has negative consequences if forgotten, engage in strategic forgetting, efficiently allocate their attentional resources, and utilize effective retrieval operations, memory for said important information can be enhanced.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141976476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cross-modal interactions in language production: evidence from word learning. 语言生成中的跨模态互动:单词学习的证据
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-08-09 DOI: 10.3758/s13423-024-02552-x
Svetlana Pinet, Clara D Martin
{"title":"Cross-modal interactions in language production: evidence from word learning.","authors":"Svetlana Pinet, Clara D Martin","doi":"10.3758/s13423-024-02552-x","DOIUrl":"https://doi.org/10.3758/s13423-024-02552-x","url":null,"abstract":"<p><p>Literate adults are able to produce the same word in different language modalities-for instance, through speaking and writing. Yet how speaking and writing interact is not well understood. The present study takes a new perspective on the question of the co-activation of phonological and orthographic representations in speaking and writing by examining the acquisition of novel words. We tested how novel words get integrated into modality-specific lexicons by biasing novel word acquisition toward speaking or writing and assessing cross-modal transfer at the first stages of learning. Participants learned novel words paired with pictures of novel objects and practiced them overtly through speaking or typing. At test, typed training led to higher recall accuracy than spoken training whether words were recalled through typing or speaking. Performance in typing (RT and durations) benefited more from typed than spoken training. Crucially, performance in speaking did not benefit specifically from spoken training and was similar after spoken or typed training. Results are compatible with an asymmetric integration in the phonological and orthographic lexicons according to the modality of training, with representations created in the orthographic lexicon directly transferring to the phonological lexicon, while the opposite doesn't seem to occur. Cross-modal transfer dynamics are discussed according to the level of lexical activation.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141907578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the effectiveness of reward-based learning strategies for second-language speech sounds. 探索第二语言语音奖励式学习策略的有效性。
IF 3.2 3区 心理学
Psychonomic Bulletin & Review Pub Date : 2024-08-07 DOI: 10.3758/s13423-024-02541-0
Craig A Thorburn, Ellen Lau, Naomi H Feldman
{"title":"Exploring the effectiveness of reward-based learning strategies for second-language speech sounds.","authors":"Craig A Thorburn, Ellen Lau, Naomi H Feldman","doi":"10.3758/s13423-024-02541-0","DOIUrl":"https://doi.org/10.3758/s13423-024-02541-0","url":null,"abstract":"<p><p>Adults struggle to learn non-native speech categories in many experimental settings (Goto, Neuropsychologia, 9(3), 317-323 1971), but learn efficiently in a video game paradigm where non-native speech sounds have functional significance (Lim & Holt, Cognitive Science, 35(7), 1390-1405 2011). Behavioral and neural evidence from this and other paradigms point toward the involvement of reinforcement learning mechanisms in speech category learning (Harmon, Idemaru, & Kapatsinski, Cognition, 189, 76-88 2019; Lim, Fiez, & Holt, Proceedings of the National Academy of Sciences, 116, 201811992 2019). We formalize this hypothesis computationally and implement a deep reinforcement learning network to map between environmental input and actions. Comparing to a supervised model of learning, we show that the reinforcement network closely matches aspects of human behavior in two experiments - learning of synthesized auditory noise tokens and improvement in speech sound discrimination. Both models perform comparably and the similarity in the output of each model leads us to believe that there is little inherent computational benefit to a reward-based learning mechanism. We suggest that the specific neural circuitry engaged by the paradigm and links between striatum and superior temporal areas play a critical role in effective learning.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141902720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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