Search Results - "Baayen, Harald"

Balancing Type I error and power in linear mixed models by Matuschek, Hannes, Kliegl, Reinhold, Vasishth, Shravan, Baayen, Harald, Bates, Douglas

“…•We show that “Keeping it maximal” comes with a cost for LMMs.•Maximal models may lose power if their complexity is not supported by the data.•Model selection…”
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Analyzing reaction times by Harald Baayen, R., Milin, Petar

“…Reaction times (RTs) are an important source of information in experimental psychology. Classical methodological considerations pertaining to the statistical…”
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An Amorphous Model for Morphological Processing in Visual Comprehension Based on Naive Discriminative Learning by Baayen, R. Harald, Milin, Petar, Đurđević, Dusica Filipović, Hendrix, Peter, Marelli, Marco

“…A 2-layer symbolic network model based on the equilibrium equations of the Rescorla-Wagner model ( Danks, 2003 ) is proposed. The study first presents 2…”
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The Discriminative Lexicon: A Unified Computational Model for the Lexicon and Lexical Processing in Comprehension and Production Grounded Not in (De)Composition but in Linear Discriminative Learning by Blevins, James P., Shafaei-Bajestan, Elnaz, Chuang, Yu-Ying, Baayen, R. Harald

“…The discriminative lexicon is introduced as a mathematical and computational model of the mental lexicon. This novel theory is inspired by word and paradigm…”
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Analyzing the Time Course of Pupillometric Data by van Rij, Jacolien, Hendriks, Petra, van Rijn, Hedderik, Baayen, R. Harald, Wood, Simon N.

“…This article provides a tutorial for analyzing pupillometric data. Pupil dilation has become increasingly popular in psychological and psycholinguistic…”
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Reading Polymorphemic Dutch Compounds: Toward a Multiple Route Model of Lexical Processing by Kuperman, Victor, Schreuder, Robert, Bertram, Raymond, Baayen, R. Harald

“…This article reports an eye-tracking experiment with 2,500 polymorphemic Dutch compounds presented in isolation for visual lexical decision while readers' eye…”
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Type-specific dendritic integration in mouse retinal ganglion cells by Ran, Yanli, Huang, Ziwei, Baden, Tom, Schubert, Timm, Baayen, Harald, Berens, Philipp, Franke, Katrin, Euler, Thomas

“…Neural computation relies on the integration of synaptic inputs across a neuron’s dendritic arbour. However, it is far from understood how different cell types…”
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Discrimination in lexical decision by Milin, Petar, Feldman, Laurie Beth, Ramscar, Michael, Hendrix, Peter, Baayen, R Harald

“…In this study we present a novel set of discrimination-based indicators of language processing derived from Naive Discriminative Learning (ndl) theory. We…”
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The Myth of Cognitive Decline: Non-Linear Dynamics of Lifelong Learning by Ramscar, Michael, Hendrix, Peter, Shaoul, Cyrus, Milin, Petar, Baayen, Harald

“…As adults age, their performance on many psychometric tests changes systematically, a finding that is widely taken to reveal that cognitive…”
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Words from spontaneous conversational speech can be recognized with human-like accuracy by an error-driven learning algorithm that discriminates between meanings straight from smart acoustic features, bypassing the phoneme as recognition unit by Arnold, Denis, Tomaschek, Fabian, Sering, Konstantin, Lopez, Florence, Baayen, R Harald

“…Sound units play a pivotal role in cognitive models of auditory comprehension. The general consensus is that during perception listeners break down speech into…”
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The processing of pseudoword form and meaning in production and comprehension: A computational modeling approach using linear discriminative learning by Chuang, Yu-Ying, Vollmer, Marie Lenka, Shafaei-Bajestan, Elnaz, Gahl, Susanne, Hendrix, Peter, Baayen, R. Harald

“…Pseudowords have long served as key tools in psycholinguistic investigations of the lexicon. A common assumption underlying the use of pseudowords is that they…”
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How cross-language similarity and task demands affect cognate recognition by Dijkstra, Ton, Miwa, Koji, Brummelhuis, Bianca, Sappelli, Maya, Baayen, Harald

“…This study examines how the cross-linguistic similarity of translation equivalents affects bilingual word recognition. Performing one of three tasks,…”
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Language with vision: A study on grounded word and sentence embeddings by Shahmohammadi, Hassan, Heitmeier, Maria, Shafaei-Bajestan, Elnaz, Lensch, Hendrik P. A., Baayen, R. Harald

“…Grounding language in vision is an active field of research seeking to construct cognitively plausible word and sentence representations by incorporating…”
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Modeling Morphology With Linear Discriminative Learning: Considerations and Design Choices by Heitmeier, Maria, Chuang, Yu-Ying, Baayen, R. Harald

“…This study addresses a series of methodological questions that arise when modeling inflectional morphology with Linear Discriminative Learning. Taking the…”
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NDRA: A single route model of response times in the reading aloud task based on discriminative learning by Hendrix, Peter, Ramscar, Michael, Baayen, Harald

“…We present the Naive Discriminative Reading Aloud (ndra) model. The ndra differs from existing models of response times in the reading aloud task in two ways…”
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Quantitative social dialectology: explaining linguistic variation geographically and socially by Wieling, Martijn, Nerbonne, John, Baayen, R Harald

“…In this study we examine linguistic variation and its dependence on both social and geographic factors. We follow dialectometry in applying a quantitative…”
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Are baboons learning "orthographic" representations? Probably not by Linke, Maja, Bröker, Franziska, Ramscar, Michael, Baayen, Harald

“…The ability of Baboons (papio papio) to distinguish between English words and nonwords has been modeled using a deep learning convolutional network model that…”
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Processing trade-offs in the reading of Dutch derived words by Kuperman, Victor, Bertram, Raymond, Baayen, R. Harald

“…This eye-tracking study explores visual recognition of Dutch suffixed words (e.g., plaats+ing “placing”) embedded in sentential contexts, and provides new…”
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Strategies for addressing collinearity in multivariate linguistic data by Tomaschek, Fabian, Hendrix, Peter, Baayen, R. Harald

“…•Regression results in suppression and enhancement when fitted to collinear data sets.•Three methods to manage collinearity in data sets are…”
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Lexical frequency and acoustic reduction in spoken Dutch by Pluymaekers, Mark, Ernestus, Mirjam, Baayen, R. Harald

“…This study investigates the effects of lexical frequency on the durational reduction of morphologically complex words in spoken Dutch. The hypothesis that…”
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