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Splitting event-related potentials : Modeling latent components using regression-based waveform estimation
Brouwer, Harm [Verfasser]; Delogu, Francesca [Verfasser]; Crocker, Matthew W. [Verfasser]. - Saarbrücken : Saarländische Universitäts- und Landesbibliothek, 2021
DNB Subject Category Language
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2
Speak before you listen: Pragmatic reasoning in multi-trial language games
In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021)
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Distributional Formal Semantics ...
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Speak before you listen: Pragmatic reasoning in multi-trial language games ...
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5
Retrieval (N400) and integration (P600) in expectation-based comprehension
In: PLoS One (2021)
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6
Reevaluating pragmatic reasoning in language games
In: PLoS One (2021)
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7
Neurobehavioral Correlates of Surprisal in Language Comprehension: A Neurocomputational Model
In: Front Psychol (2021)
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8
Rational Redundancy in Referring Expressions: Evidence from Event‐related Potentials
Tourtouri, Elli N.; Delogu, Francesca; Crocker, Matthew W.. - : Saarländische Universitäts- und Landesbibliothek, 2021
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9
The immediate influence of speaker gaze on situated speech comprehension : evidence from multiple ERP components
Jachmann, Torsten Kai [Verfasser]; Crocker, Matthew W. [Akademischer Betreuer]. - Saarbrücken : Saarländische Universitäts- und Landesbibliothek, 2020
DNB Subject Category Language
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10
The immediate influence of speaker gaze on situated speech comprehension : evidence from multiple ERP components
Jachmann, Torsten Kai. - : Saarländische Universitäts- und Landesbibliothek, 2020
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11
Splitting event-related potentials: Modeling latent components using regression-based waveform estimation
Brouwer, Harm; Delogu, Francesca; Crocker, Matthew W.. - : Saarländische Universitäts- und Landesbibliothek, 2020
Abstract: Event‐related potentials (ERPs) provide a multidimensional and real‐time window into neurocognitive processing. The typical Waveform‐based Component Structure (WCS) approach to ERPs assesses the modulation pattern of components—systematic, reoccurring voltage fluctuations reflecting specific computational operations—by looking at mean amplitude in predetermined time‐windows. This WCS approach, however, often leads to inconsistent results within as well as across studies. It has been argued that at least some inconsistencies may be reconciled by considering spatiotemporal overlap between components; that is, components may overlap in both space and time, and given their additive nature, this means that the WCS may fail to accurately represent its underlying latent component structure (LCS). We employ regression‐based ERP (rERP) estimation to extend traditional approaches with an additional layer of analysis, which enables the explicit modeling of the LCS underlying WCS. To demonstrate its utility, we incrementally derive an rERP analysis of a recent study on language comprehension with seemingly inconsistent WCS‐derived results. Analysis of the resultant regression models allows one to derive an explanation for the WCS in terms of how relevant regression predictors combine in space and time, and crucially, how individual predictors may be mapped onto unique components in LCS, revealing how these spatiotemporally overlap in the WCS. We conclude that rERP estimation allows for investigating how scalp‐recorded voltages derive from the spatiotemporal combination of experimentally manipulated factors. Moreover, when factors can be uniquely mapped onto components, rERPs may offer explanations for seemingly inconsistent ERP waveforms at the level of their underlying latent component structure.
Keyword: ddc:400; event‐related potentials (ERPs); N400; P600; regression‐based ERPs (rERPs); spatiotemporal component overlap
URL: https://doi.org/10.22028/D291-33385
http://nbn-resolving.org/urn:nbn:de:bsz:291--ds-333850
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12
Graded expectations in visually situated comprehension: Costs and benefits as indexed by the N400
Staudte, Maria; Ankener, Christine; Drenhaus, Heiner. - : Saarländische Universitäts- und Landesbibliothek, 2020
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13
Rational Redundancy in Situated Communication
Tourtouri, Elli Nantia. - : Saarländische Universitäts- und Landesbibliothek, 2020
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14
The Lateralization of Expectations: Hemispheric Differences in Top-down and Bottom-up Word Processing in Context
Vergilova, Yoana. - : Saarländische Universitäts- und Landesbibliothek, 2020
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15
Graded expectations in visually situated comprehension: Costs and benefits as indexed by the N400
In: Psychon Bull Rev (2020)
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16
Connectionist language production : distributed representations and the uniform information density hypothesis
Calvillo, Jesús [Verfasser]; Crocker, Matthew W. [Akademischer Betreuer]. - Saarbrücken : Saarländische Universitäts- und Landesbibliothek, 2019
DNB Subject Category Language
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17
Semantic Entropy in Language Comprehension
Venhuizen, Noortje J. [Verfasser]; Crocker, Matthew W. [Verfasser]; Brouwer, Harm [Verfasser]. - Saarbrücken : Saarländische Universitäts- und Landesbibliothek, 2019
DNB Subject Category Language
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18
Semantic Entropy in Language Comprehension
In: Entropy (Basel) (2019)
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19
Connectionist language production : distributed representations and the uniform information density hypothesis
Calvillo, Jesús. - : Saarländische Universitäts- und Landesbibliothek, 2019
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20
Semantic Entropy in Language Comprehension
Brouwer, Harm; Crocker, Matthew W.; Venhuizen, Noortje J.. - : Saarländische Universitäts- und Landesbibliothek, 2019
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