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Confusing similar words: ERP correlates of lexical-semantic processing in first language attrition and late second language acquisition. Neuropsychologia 2016; 93:200-217. [PMID: 27751710 DOI: 10.1016/j.neuropsychologia.2016.10.007] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Revised: 10/12/2016] [Accepted: 10/13/2016] [Indexed: 11/20/2022]
Abstract
First language (L1) attrition is a socio-linguistic circumstance where second language (L2) learning coincides with changes in exposure and use of the native-L1. Attriters often report experiencing a decline in automaticity or proficiency in their L1 after a prolonged period in the L2 environment, while their L2 proficiency continues to strengthen. Investigating the neurocognitive correlates of attrition alongside those of late L2 acquisition addresses the question of whether the brain mechanisms underlying both L1 and L2 processing are strongly determined by proficiency, irrespective of whether the language was acquired from birth or in adulthood. Using event-related-potentials (ERPs), we examined lexical-semantic processing in Italian L1 attriters, compared to adult Italian L2 learners and to Italian monolingual native speakers. We contrasted the processing of classical lexical-semantic violations (Mismatch condition) with sentences that were equally semantically implausible but arguably trickier, as the target-noun was "swapped" with an orthographic neighbor that differed only in its final vowel and gender-marking morpheme (e.g., cappello (hat) vs. cappella (chapel)). Our aim was to determine whether sentences with such "confusable nouns" (Swap condition) would be processed as semantically correct by late L2 learners and L1 attriters, especially for those individuals with lower Italian proficiency scores. We found that lower-proficiency Italian speakers did not show significant N400 effects for Swap violations relative to correct sentences, regardless of whether Italian was the L1 or the L2. Crucially, N400 response profiles followed a continuum of "nativelikeness" predicted by Italian proficiency scores - high-proficiency attriters and high-proficiency Italian learners were indistinguishable from native controls, whereas attriters and L2 learners in the lower-proficiency range showed significantly reduced N400 effects for "Swap" errors. Importantly, attriters and late L2 learners did not differ in their N400 responses when they belonged to the same proficiency subgroup. Attriters also showed an enhanced P600 response to both kinds of lexical-semantic anomalies, which we discuss as reflecting increased conflict-monitoring and conscious "second thought" processes specifically in attriters. Our findings provide some of the first ERP evidence of attrition effects, and are compatible with accounts of ongoing neuroplasticity for language in adulthood. Proficiency, rather than age-of-acquisition, seems to be the key factor in modulating certain neurocognitive responses, not only within L2 learners but also in L1 attriters.
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Schmidtke J. The Bilingual Disadvantage in Speech Understanding in Noise Is Likely a Frequency Effect Related to Reduced Language Exposure. Front Psychol 2016; 7:678. [PMID: 27242592 PMCID: PMC4865492 DOI: 10.3389/fpsyg.2016.00678] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Accepted: 04/22/2016] [Indexed: 12/03/2022] Open
Abstract
The present study sought to explain why bilingual speakers are disadvantaged relative to monolingual speakers when it comes to speech understanding in noise. Exemplar models of the mental lexicon hold that each encounter with a word leaves a memory trace in long-term memory. Words that we encounter frequently will be associated with richer phonetic representations in memory and therefore recognized faster and more accurately than less frequently encountered words. Because bilinguals are exposed to each of their languages less often than monolinguals by virtue of speaking two languages, they encounter all words less frequently and may therefore have poorer phonetic representations of all words compared to monolinguals. In the present study, vocabulary size was taken as an estimate for language exposure and the prediction was made that both vocabulary size and word frequency would be associated with recognition accuracy for words presented in noise. Forty-eight early Spanish–English bilingual and 53 monolingual English young adults were tested on speech understanding in noise (SUN) ability, English oral verbal ability, verbal working memory (WM), and auditory attention. Results showed that, as a group, monolinguals recognized significantly more words than bilinguals. However, this effect was attenuated by language proficiency; higher proficiency was associated with higher accuracy on the SUN test in both groups. This suggests that greater language exposure is associated with better SUN. Word frequency modulated recognition accuracy and the difference between groups was largest for low frequency words, suggesting that the bilinguals’ insufficient exposure to these words hampered recognition. The effect of WM was not significant, likely because of its large shared variance with language proficiency. The effect of auditory attention was small but significant. These results are discussed within the Ease of Language Understanding model (Rönnberg et al., 2013), which provides a framework for explaining individual differences in SUN.
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Canal P, Garnham A, Oakhill J. Beyond Gender Stereotypes in Language Comprehension: Self Sex-Role Descriptions Affect the Brain's Potentials Associated with Agreement Processing. Front Psychol 2015; 6:1953. [PMID: 26779046 PMCID: PMC4689154 DOI: 10.3389/fpsyg.2015.01953] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 12/04/2015] [Indexed: 11/13/2022] Open
Abstract
We recorded Event-Related Potentials to investigate differences in the use of gender information during the processing of reflexive pronouns. Pronouns either matched the gender provided by role nouns (such as "king" or "engineer") or did not. We compared two types of gender information, definitional information, which is semantic in nature (a mother is female), or stereotypical (a nurse is likely to be female). When they followed definitional role-nouns, gender-mismatching pronouns elicited a P600 effect reflecting a failure in the agreement process. When instead the gender violation occurred after stereotypical role-nouns the Event Related Potential response was biphasic, being positive in parietal electrodes and negative in anterior left electrodes. The use of a correlational approach showed that those participants with more "feminine" or "expressive" self sex-role descriptions showed a P600 response for stereotype violations, suggesting that they experienced the mismatch as an agreement violation; whereas less "expressive" participants showed an Nref effect, indicating more effort spent in linking the pronouns with the possible, although less likely, counter-stereotypical referent.
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Affiliation(s)
- Paolo Canal
- University of SussexBrighton, UK
- Center for Neurocognition Epistemology and Theoretical Syntax, Institute for Advanced Study of PaviaPavia, Italy
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54
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Jiang X, Pell MD. Neural responses towards a speaker's feeling of (un)knowing. Neuropsychologia 2015; 81:79-93. [PMID: 26700458 DOI: 10.1016/j.neuropsychologia.2015.12.008] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Revised: 11/16/2015] [Accepted: 12/11/2015] [Indexed: 10/22/2022]
Abstract
During interpersonal communication, listeners must rapidly evaluate verbal and vocal cues to arrive at an integrated meaning about the utterance and about the speaker, including a representation of the speaker's 'feeling of knowing' (i.e., how confident they are in relation to the utterance). In this study, we investigated the time course and neural responses underlying a listener's ability to evaluate speaker confidence from combined verbal and vocal cues. We recorded real-time brain responses as listeners judged statements conveying three levels of confidence with the speaker's voice (confident, close-to-confident, unconfident), which were preceded by meaning-congruent lexical phrases (e.g. I am positive, Most likely, Perhaps). Event-related potentials to utterances with combined lexical and vocal cues about speaker confidence were compared to responses elicited by utterances without the verbal phrase in a previous study (Jiang and Pell, 2015). Utterances with combined cues about speaker confidence elicited reduced, N1, P2 and N400 responses when compared to corresponding utterances without the phrase. When compared to confident statements, close-to-confident and unconfident expressions elicited reduced N1 and P2 responses and a late positivity from 900 to 1250 ms; unconfident and close-to-confident expressions were differentiated later in the 1250-1600 ms time window. The effect of lexical phrases on confidence processing differed for male and female participants, with evidence that female listeners incorporated information from the verbal and vocal channels in a distinct manner. Individual differences in trait empathy and trait anxiety also moderated neural responses during confidence processing. Our findings showcase the cognitive processing mechanisms and individual factors governing how we infer a speaker's mental (knowledge) state from the speech signal.
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Affiliation(s)
- Xiaoming Jiang
- School of Communication Sciences and Disorders and Center for Research in Brain, Language and Music, McGill University, Montréal, Canada.
| | - Marc D Pell
- School of Communication Sciences and Disorders and Center for Research in Brain, Language and Music, McGill University, Montréal, Canada.
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55
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Buetler KA, de León Rodríguez D, Laganaro M, Müri R, Nyffeler T, Spierer L, Annoni JM. Balanced bilinguals favor lexical processing in their opaque language and conversion system in their shallow language. BRAIN AND LANGUAGE 2015; 150:166-76. [PMID: 26545236 DOI: 10.1016/j.bandl.2015.10.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Revised: 09/14/2015] [Accepted: 10/24/2015] [Indexed: 05/09/2023]
Abstract
Referred to as orthographic depth, the degree of consistency of grapheme/phoneme correspondences varies across languages from high in shallow orthographies to low in deep orthographies. The present study investigates the impact of orthographic depth on reading route by analyzing evoked potentials to words in a deep (French) and shallow (German) language presented to highly proficient bilinguals. ERP analyses to German and French words revealed significant topographic modulations 240-280 ms post-stimulus onset, indicative of distinct brain networks engaged in reading over this time window. Source estimations revealed that these effects stemmed from modulations of left insular, inferior frontal and dorsolateral regions (German>French) previously associated to phonological processing. Our results show that reading in a shallow language was associated to a stronger engagement of phonological pathways than reading in a deep language. Thus, the lexical pathways favored in word reading are reinforced by phonological networks more strongly in the shallow than deep orthography.
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Affiliation(s)
- Karin A Buetler
- Laboratory for Cognitive and Neurological Sciences, Neurology Unit, Department of Medicine, Faculty of Science, University of Fribourg, Fribourg, Switzerland
| | - Diego de León Rodríguez
- Laboratory for Cognitive and Neurological Sciences, Neurology Unit, Department of Medicine, Faculty of Science, University of Fribourg, Fribourg, Switzerland
| | - Marina Laganaro
- Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - René Müri
- Division of Cognitive and Restorative Neurology, Departments of Neurology and Clinical Research, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Thomas Nyffeler
- Perception and Eye Movement Laboratory, Departments of Neurology and Clinical Research, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland; Neurology and Neurorehabilitation Center, Luzerner Kantonsspital, Luzern, Switzerland
| | - Lucas Spierer
- Laboratory for Cognitive and Neurological Sciences, Neurology Unit, Department of Medicine, Faculty of Science, University of Fribourg, Fribourg, Switzerland
| | - Jean-Marie Annoni
- Laboratory for Cognitive and Neurological Sciences, Neurology Unit, Department of Medicine, Faculty of Science, University of Fribourg, Fribourg, Switzerland.
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56
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Elgort I, Perfetti CA, Rickles B, Stafura JZ. Contextual learning of L2 word meanings: Second language proficiency modulates behavioural and ERP indicators of learning. LANGUAGE, COGNITION AND NEUROSCIENCE 2015; 30:506-528. [PMID: 25984550 PMCID: PMC4428693 DOI: 10.1080/23273798.2014.942673] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
New word learning occurs incidentally through exposure to language. Hypothesizing that effectiveness of contextual word learning in a second language (L2) depends on the quality of existing lexical semantic knowledge, we tested more and less proficient adult bilinguals in an incidental word learning task. One day after being exposed to rare words in an L2 (English) reading task, the bilinguals read sentences with the newly-learned words in the sentence-final position, followed by related or unrelated meaning probes. Both proficiency groups showed some learning through faster responses on related trials and a frontal N400 effect observed during probe word reading. However, word learning was more robust for the higher-proficiency group, who showed a larger semantic relatedness effect in unfamiliar contexts and a canonical N400 (central-parietal). The results suggest that the ability to learn the meanings of new words from context depends on the L2 lexical semantic knowledge of the reader.
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Affiliation(s)
- Irina Elgort
- Victoria University of Wellington, 6140, New Zealand
| | | | - Ben Rickles
- University of Pittsburgh, Pittsburgh, PA 15260
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57
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Shimada K, Hirotani M, Yokokawa H, Yoshida H, Makita K, Yamazaki-Murase M, Tanabe HC, Sadato N. Fluency-dependent cortical activation associated with speech production and comprehension in second language learners. Neuroscience 2015; 300:474-92. [PMID: 26026679 DOI: 10.1016/j.neuroscience.2015.05.045] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 05/20/2015] [Accepted: 05/20/2015] [Indexed: 10/23/2022]
Abstract
This functional magnetic resonance imaging (fMRI) study investigated the brain regions underlying language task performance in adult second language (L2) learners. Specifically, we identified brain regions where the level of activation was associated with L2 fluency levels. Thirty Japanese-speaking adults participated in the study. All participants were L2 learners of English and had achieved varying levels of fluency, as determined by a standardized L2 English proficiency test, the Versant English Test (Pearson Education Inc., 2011). When participants performed the oral sentence building task from the production tasks administered, the dorsal part of the left inferior frontal gyrus (dIFG) showed activation patterns that differed depending on the L2 fluency levels: The more fluent the participants were, the more dIFG activation decreased. This decreased activation of the dIFG might reflect the increased automaticity of a syntactic building process. In contrast, when participants performed an oral story comprehension task, the left posterior superior temporal gyrus (pSTG) showed increased activation with higher fluency levels. This suggests that the learners with higher L2 fluency were actively engaged in post-syntactic integration processing supported by the left pSTG. These data imply that L2 fluency predicts neural resource allocation during language comprehension tasks as well as in production tasks. This study sheds light on the neural underpinnings of L2 learning by identifying the brain regions recruited during different language tasks across different modalities (production vs. comprehension).
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Affiliation(s)
- K Shimada
- Division of Cerebral Integration, Department of Cerebral Research, National Institute for Physiological Sciences (NIPS), Aichi, Japan; Department of Physiological Sciences, The Graduate University for Advanced Studies (Sokendai), Aichi, Japan; Research Center for Child Mental Development, University of Fukui, Fukui, Japan; Biomedical Imaging Research Center (BIRC), University of Fukui, Fukui, Japan
| | - M Hirotani
- Division of Cerebral Integration, Department of Cerebral Research, National Institute for Physiological Sciences (NIPS), Aichi, Japan; School of Linguistics and Language Studies, and Institute of Cognitive Science, Carleton University, Ottawa, Canada.
| | - H Yokokawa
- School of Languages and Communication, Kobe University, Kobe, Japan
| | - H Yoshida
- Department of English Education, Osaka Kyoiku University, Osaka, Japan
| | - K Makita
- Division of Cerebral Integration, Department of Cerebral Research, National Institute for Physiological Sciences (NIPS), Aichi, Japan; Department of Physiological Sciences, The Graduate University for Advanced Studies (Sokendai), Aichi, Japan
| | - M Yamazaki-Murase
- Division of Cerebral Integration, Department of Cerebral Research, National Institute for Physiological Sciences (NIPS), Aichi, Japan; Research Center for Child Mental Development, University of Fukui, Fukui, Japan
| | - H C Tanabe
- Division of Cerebral Integration, Department of Cerebral Research, National Institute for Physiological Sciences (NIPS), Aichi, Japan; Department of Physiological Sciences, The Graduate University for Advanced Studies (Sokendai), Aichi, Japan; Division of Psychology, Department of Social and Human Environment, Graduate School of Environmental Studies, Nagoya University, Nagoya, Japan
| | - N Sadato
- Division of Cerebral Integration, Department of Cerebral Research, National Institute for Physiological Sciences (NIPS), Aichi, Japan; Department of Physiological Sciences, The Graduate University for Advanced Studies (Sokendai), Aichi, Japan; Biomedical Imaging Research Center (BIRC), University of Fukui, Fukui, Japan
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58
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On how the brain decodes vocal cues about speaker confidence. Cortex 2015; 66:9-34. [DOI: 10.1016/j.cortex.2015.02.002] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Revised: 01/09/2015] [Accepted: 02/06/2015] [Indexed: 11/22/2022]
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59
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ERP correlates of priming in language and stimulus equivalence: Evidence of similar N400 effects in absence of semantic content. Int J Psychophysiol 2015; 96:74-83. [DOI: 10.1016/j.ijpsycho.2015.03.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Revised: 02/11/2015] [Accepted: 03/09/2015] [Indexed: 11/18/2022]
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60
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Ferguson HJ, Apperly I, Ahmad J, Bindemann M, Cane J. Task constraints distinguish perspective inferences from perspective use during discourse interpretation in a false belief task. Cognition 2015; 139:50-70. [PMID: 25800351 DOI: 10.1016/j.cognition.2015.02.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Revised: 02/14/2015] [Accepted: 02/28/2015] [Indexed: 11/20/2022]
Abstract
Interpreting other peoples' actions relies on an understanding of their current mental states (e.g. beliefs, desires and intentions). In this paper, we distinguish between listeners' ability to infer others' perspectives and their explicit use of this knowledge to predict subsequent actions. In a visual-world study, two groups of participants (passive observers vs. active participants) watched short videos, depicting transfer events, where one character ('Jane') either held a true or false belief about an object's location. We tracked participants' eye-movements around the final visual scene, time-locked to related auditory descriptions (e.g. "Jane will look for the chocolates in the container on the left".). Results showed that active participants had already inferred the character's belief in the 1s preview period prior to auditory onset, before it was possible to use this information to predict an outcome. Moreover, they used this inference to correctly anticipate reference to the object's initial location on false belief trials at the earliest possible point (i.e. from "Jane" onwards). In contrast, passive observers only showed evidence of a belief inference from the onset of "Jane", and did not show reliable use of this inference to predict Jane's behaviour on false belief trials until much later, when the location ("left/right") was auditorily available. These results show that active engagement in a task activates earlier inferences about others' perspectives, and drives immediate use of this information to anticipate others' actions, compared to passive observers, who are susceptible to influences from egocentric or reality biases. Finally, we review evidence that using other peoples' perspectives to predict their behaviour is more cognitively effortful than simply using one's own.
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Affiliation(s)
| | | | - Jumana Ahmad
- University of Kent, England, UK; University of Birmingham, England, UK
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61
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Hendrickson K, Walenski M, Friend M, Love T. The organization of words and environmental sounds in memory. Neuropsychologia 2015; 69:67-76. [PMID: 25624059 DOI: 10.1016/j.neuropsychologia.2015.01.035] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2014] [Revised: 11/21/2014] [Accepted: 01/23/2015] [Indexed: 11/24/2022]
Abstract
In the present study we used event-related potentials to compare the organization of linguistic and meaningful nonlinguistic sounds in memory. We examined N400 amplitudes as adults viewed pictures presented with words or environmental sounds that matched the picture (Match), that shared semantic features with the expected match (Near Violation), and that shared relatively few semantic features with the expected match (Far Violation). Words demonstrated incremental N400 amplitudes based on featural similarity from 300-700ms, such that both Near and Far Violations exhibited significant N400 effects, however Far Violations exhibited greater N400 effects than Near Violations. For environmental sounds, Far Violations but not Near Violations elicited significant N400 effects, in both early (300-400ms) and late (500-700ms) time windows, though a graded pattern similar to that of words was seen in the mid-latency time window (400-500ms). These results indicate that the organization of words and environmental sounds in memory is differentially influenced by featural similarity, with a consistently fine-grained graded structure for words but not sounds.
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Affiliation(s)
- Kristi Hendrickson
- Center for Research in Language, University of California, San Diego, USA; School of Speech, Language, and Hearing Sciences, San Diego State University, USA; Joint Doctoral Program in Language and Communicative Disorders, San Diego State University, USA.
| | - Matthew Walenski
- School of Speech, Language, and Hearing Sciences, San Diego State University, USA.
| | | | - Tracy Love
- Center for Research in Language, University of California, San Diego, USA; School of Speech, Language, and Hearing Sciences, San Diego State University, USA.
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62
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Complex brain network properties in late L2 learners and native speakers. Neuropsychologia 2015; 68:209-17. [PMID: 25598315 DOI: 10.1016/j.neuropsychologia.2015.01.021] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2014] [Revised: 01/12/2015] [Accepted: 01/14/2015] [Indexed: 11/22/2022]
Abstract
Whether the neural mechanisms that underlie the processing of a second language in highly proficient late bilinguals (L2 late learners) are similar or not to those that underlie the processing of the first language (L1) is still an issue under debate. In this study, a group of late learners of Spanish whose native language is English and a group of Spanish monolinguals were compared while they read sentences, some of which contained syntactic violations. A brain complex network analysis approach was used to assess the time-varying topological properties of the functional networks extracted from the electroencephalography (EEG) recording. Late L2 learners showed a lower degree of parallel information transfer and a slower propagation between regions of the brain functional networks while processing sentences containing a gender mismatch condition as compared with a standard sentence configuration. In contrast, no such differences between these conditions were detected in the Spanish monolinguals. This indicates that when a morphosyntactic language incongruence that does not exist in the native language is presented in the second language, the neural activation pattern is configured differently in highly proficient late bilinguals than in monolinguals.
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63
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van der Lely HKJ, Pinker S. The biological basis of language: insight from developmental grammatical impairments. Trends Cogn Sci 2014; 18:586-95. [PMID: 25172525 DOI: 10.1016/j.tics.2014.07.001] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Accepted: 07/29/2014] [Indexed: 01/30/2023]
Affiliation(s)
- Heather K J van der Lely
- Department of Psychology, Harvard University, William James Hall 970, 33 Kirkland Street, Cambridge, MA 02138, USA
| | - Steven Pinker
- Department of Psychology, Harvard University, William James Hall 970, 33 Kirkland Street, Cambridge, MA 02138, USA.
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64
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Tremblay A, Newman AJ. Modeling nonlinear relationships in ERP data using mixed-effects regression with R examples. Psychophysiology 2014; 52:124-39. [PMID: 25132114 DOI: 10.1111/psyp.12299] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Accepted: 06/23/2014] [Indexed: 11/27/2022]
Abstract
In the analysis of psychological and psychophysiological data, the relationship between two variables is often assumed to be a straight line. This may be due to the prevalence of the general linear model in data analysis in these fields, which makes this assumption implicitly. However, there are many problems for which this assumption does not hold. In this paper, we show that, in the analysis of event-related potential (ERP) data, the assumption of linearity comes at a cost and may significantly affect the inferences drawn from the data. We demonstrate why the assumption of linearity should be relaxed and how to model nonlinear relationships between ERP amplitudes and predictor variables within the familiar framework of generalized linear models, using regression splines and mixed-effects modeling.
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Affiliation(s)
- Antoine Tremblay
- NeuroCognitive Imaging Laboratory, Dalhousie University, Halifax, Nova Scotia, Canada
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65
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Coderre EL, van Heuven WJB. Electrophysiological explorations of the bilingual advantage: evidence from a Stroop task. PLoS One 2014; 9:e103424. [PMID: 25068723 PMCID: PMC4113364 DOI: 10.1371/journal.pone.0103424] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2013] [Accepted: 07/02/2014] [Indexed: 11/19/2022] Open
Abstract
Bilinguals have been shown to exhibit a performance advantage on executive control tasks, outperforming their monolingual counterparts. Although a wealth of research has investigated this 'bilingual advantage' behaviourally, electrophysiological correlates are lacking. Using EEG with a Stroop task that manipulated the stimulus onset asynchrony (SOA) of word and colour presentation, the current study addressed two facets of the bilingual advantage. The possibility that bilinguals experience superior conflict processing relative to monolinguals (a 'conflict-specific advantage') was investigated by comparing behavioural interference effects as well as the amplitude of the Ninc, a conflict-related ERP component occurring from approximately 300-500 ms after the onset of conflict. In contrast, the hypothesis that bilinguals experience domain-general, conflict-independent enhancements in executive processing (a 'non-conflict-specific advantage') was evaluated by comparing the control condition (symbol strings) between groups. There was some significant, but inconsistent, evidence for a conflict-specific bilingual advantage. In contrast, strong evidence emerged for a non-conflict-specific advantage, with bilinguals demonstrating faster RTs and reduced ERP amplitudes on control trials compared to monolinguals. Importantly, when the control stimulus was presented before the colour, ERPs to control trials revealed group differences before the onset of conflict, suggesting differences in the ability to ignore or suppress distracting irrelevant information. This indicates that bilinguals experience superior executive processing even in the absence of conflict and semantic salience, and suggests that the advantage extends to more efficient proactive management of the environment.
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Affiliation(s)
- Emily L. Coderre
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
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66
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Boe S, Gionfriddo A, Kraeutner S, Tremblay A, Little G, Bardouille T. Laterality of brain activity during motor imagery is modulated by the provision of source level neurofeedback. Neuroimage 2014; 101:159-67. [PMID: 24999037 DOI: 10.1016/j.neuroimage.2014.06.066] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Revised: 06/17/2014] [Accepted: 06/27/2014] [Indexed: 11/28/2022] Open
Abstract
Motor imagery (MI) may be effective as an adjunct to physical practice for motor skill acquisition. For example, MI is emerging as an effective treatment in stroke neurorehabilitation. As in physical practice, the repetitive activation of neural pathways during MI can drive short- and long-term brain changes that underlie functional recovery. However, the lack of feedback about MI performance may be a factor limiting its effectiveness. The provision of feedback about MI-related brain activity may overcome this limitation by providing the opportunity for individuals to monitor their own performance of this endogenous process. We completed a controlled study to isolate neurofeedback as the factor driving changes in MI-related brain activity across repeated sessions. Eighteen healthy participants took part in 3 sessions comprised of both actual and imagined performance of a button press task. During MI, participants in the neurofeedback group received source level feedback based on activity from the left and right sensorimotor cortex obtained using magnetoencephalography. Participants in the control group received no neurofeedback. MI-related brain activity increased in the sensorimotor cortex contralateral to the imagined movement across sessions in the neurofeedback group, but not in controls. Task performance improved across sessions but did not differ between groups. Our results indicate that the provision of neurofeedback during MI allows healthy individuals to modulate regional brain activity. This finding has the potential to improve the effectiveness of MI as a tool in neurorehabilitation.
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Affiliation(s)
- Shaun Boe
- Laboratory for Brain Recovery and Function, Dalhousie University, Halifax, Nova Scotia, Canada; School of Physiotherapy, Dalhousie University, Halifax, Nova Scotia, Canada; Department of Psychology and Neuroscience, Dalhousie University, Halifax Nova Scotia, Canada.
| | - Alicia Gionfriddo
- Laboratory for Brain Recovery and Function, Dalhousie University, Halifax, Nova Scotia, Canada; School of Physiotherapy, Dalhousie University, Halifax, Nova Scotia, Canada.
| | - Sarah Kraeutner
- Laboratory for Brain Recovery and Function, Dalhousie University, Halifax, Nova Scotia, Canada; Department of Psychology and Neuroscience, Dalhousie University, Halifax Nova Scotia, Canada.
| | - Antoine Tremblay
- Department of Psychology and Neuroscience, Dalhousie University, Halifax Nova Scotia, Canada.
| | - Graham Little
- Biomedical Translational Imaging Centre (BIOTIC), IWK Health Sciences Centre, Halifax, Nova Scotia, Canada.
| | - Timothy Bardouille
- School of Physiotherapy, Dalhousie University, Halifax, Nova Scotia, Canada; Biomedical Translational Imaging Centre (BIOTIC), IWK Health Sciences Centre, Halifax, Nova Scotia, Canada.
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67
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Kielar A, Meltzer JA, Moreno S, Alain C, Bialystok E. Oscillatory responses to semantic and syntactic violations. J Cogn Neurosci 2014; 26:2840-62. [PMID: 24893735 DOI: 10.1162/jocn_a_00670] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
EEG studies employing time-frequency analysis have revealed changes in theta and alpha power in a variety of language and memory tasks. Semantic and syntactic violations embedded in sentences evoke well-known ERPs, but little is known about the oscillatory responses to these violations. We investigated oscillatory responses to both kinds of violations, while monolingual and bilingual participants performed an acceptability judgment task. Both violations elicited power decreases (event-related desynchronization, ERD) in the 8-30 Hz frequency range, but with different scalp topographies. In addition, semantic anomalies elicited power increases (event-related synchronization, ERS) in the 1-5 Hz frequency band. The 1-5 Hz ERS was strongly phase-locked to stimulus onset and highly correlated with time domain averages, whereas the 8-30 Hz ERD response varied independently of these. In addition, the results showed that language expertise modulated 8-30 Hz ERD for syntactic violations as a function of the executive demands of the task. When the executive function demands were increased using a grammaticality judgment task, bilinguals but not monolinguals demonstrated reduced 8-30 Hz ERD for syntactic violations. These findings suggest a putative role of the 8-30 Hz ERD response as a marker of linguistic processing that likely represents a separate neural process from those underlying ERPs.
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Affiliation(s)
- Aneta Kielar
- Rotman Research Institute, Toronto, Ontario, Canada
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68
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Asymmetric processing of durational differences - electrophysiological investigations in Bengali. Neuropsychologia 2014; 58:88-98. [PMID: 24726333 DOI: 10.1016/j.neuropsychologia.2014.03.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2013] [Revised: 03/25/2014] [Accepted: 03/26/2014] [Indexed: 11/23/2022]
Abstract
Duration is used contrastively in many languages to distinguish word meaning (e.g. in Bengali, [pata] 'leaf' vs. [pat:a] 'whereabouts'). While there is a large body of research on other contrasts in speech perception (e.g. vowel contrasts and consonantal place features), little work has been done on how durational information is used in speech processing. In non-linguistic studies of low-level processing, such as visual and non-linguistic acoustic pop-out tasks, an asymmetry is found where additional information is more readily detected than missing information. In this study, event-related potentials were recorded during two cross-modal auditory-visual semantic priming studies, where nonword mispronunciations of spoken prime words were created by changing the duration of a medial consonant (real word [dana] 'seed'>nonword [dan:a]). N400 amplitudes showed an opposite asymmetric pattern of results, where increases in consonantal duration were tolerated and led to priming of the visual target, but decreases in consonantal duration were not accepted. This asymmetrical pattern of acceptability is attributed to the fact that a longer consonant includes all essential information for the recognition of the original word with a short medial consonant (a possible default category) and any additional information can be ignored. However, when a consonant is shortened, it lacks the required durational information to activate the word with the original long consonant.
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69
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Bowden HW, Steinhauer K, Sanz C, Ullman MT. Native-like brain processing of syntax can be attained by university foreign language learners. Neuropsychologia 2013; 51:2492-511. [PMID: 24051003 DOI: 10.1016/j.neuropsychologia.2013.09.004] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2012] [Revised: 07/25/2013] [Accepted: 09/03/2013] [Indexed: 11/28/2022]
Abstract
Using event-related potentials (ERPs), we examined the neurocognition of late-learned second language (L2) Spanish in two groups of typical university foreign-language learners (as compared to native (L1) speakers): one group with only one year of college classroom experience, and low-intermediate proficiency (L2 Low), and another group with over three years of college classroom experience as well as 1-2 semesters of immersion experience abroad, and advanced proficiency (L2 Advanced). Semantic violations elicited N400s in all three groups, whereas syntactic word-order violations elicited LAN/P600 responses in the L1 and L2 Advanced groups, but not the L2 Low group. Indeed, the LAN and P600 responses were statistically indistinguishable between the L1 and L2 Advanced groups. The results support and extend previous findings. Consistent with previous research, the results suggest that L2 semantic processing always depends on L1-like neurocognitive mechanisms, whereas L2 syntactic processing initially differs from L1, but can shift to native-like processes with sufficient proficiency or exposure, and perhaps with immersion experience in particular. The findings further demonstrate that substantial native-like brain processing of syntax can be achieved even by typical university foreign-language learners.
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Affiliation(s)
- Harriet Wood Bowden
- Department of Modern Foreign Languages & Literatures, University of Tennessee-Knoxville, 701 McClung Tower, Knoxville, TN 37996, USA.
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70
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Tabullo Á, Sevilla Y, Segura E, Zanutto S, Wainselboim A. An ERP study of structural anomalies in native and semantic free artificial grammar: evidence for shared processing mechanisms. Brain Res 2013; 1527:149-60. [PMID: 23711889 DOI: 10.1016/j.brainres.2013.05.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2012] [Revised: 05/08/2013] [Accepted: 05/11/2013] [Indexed: 11/28/2022]
Abstract
Artificial grammars have been widely applied to the study of sequential learning in language, but few studies have directly compared the neural correlates of artificial and native grammar processing. In this study, we examined Event Related Potentials (ERPs) elicited by structural anomalies in semantic-free artificial grammar sequences and sentences in the subjects' native language (Spanish). Although ERPs differed during early stages, we observed similar posterior negativities (N400) and P600 effects in a late stage. We interpret these results as evidence of at least partially shared neural mechanisms for processing of language and artificial grammars. We suggest that in both the natural and artificial grammars, the N400 and P600 components we observed can be explained as the result of unfulfilled predictions about incoming stimuli.
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Affiliation(s)
- Ángel Tabullo
- Instituto de Medicina y Biología Experimental, Conicet, Argentina
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71
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Matheson HE, White NC, McMullen PA. A test of the embodied simulation theory of object perception: potentiation of responses to artifacts and animals. PSYCHOLOGICAL RESEARCH 2013; 78:465-82. [DOI: 10.1007/s00426-013-0502-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2013] [Accepted: 07/03/2013] [Indexed: 10/26/2022]
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72
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Coalson GA, Peña ED, Byrd CT. Description of multilingual participants who stutter. JOURNAL OF FLUENCY DISORDERS 2013; 38:141-156. [PMID: 23773667 DOI: 10.1016/j.jfludis.2013.02.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2012] [Revised: 02/28/2013] [Accepted: 02/28/2013] [Indexed: 06/02/2023]
Abstract
PURPOSE The purpose of this review was to examine the descriptions of multilingual participants provided in stuttering literature to determine how frequently and consistently relevant factors of language profile are reported. METHOD We conducted a systematic search of published studies that included multilingual participants who stutter and reviewed the level of detail provided regarding language history, function, proficiency, stability, mode, accent, covert speech, and affective factors. RESULTS Twenty-three studies qualified to be included in the systematic review, consisting of 342 different multilingual stuttering participants. Of these 23 studies, the most frequently reported information included language proficiency (70%), history (56%), and function (43%). The specificity of the information used to define these factors was inconsistent. Affect was mentioned in 22% of studies, and language stability, mode, and accent information was included in less than 10% of the studies. CONCLUSIONS Results demonstrate that description of multilingual stuttering participants is inadequate and inconsistent. A recommended framework is provided for future studies to facilitate cross-study comparisons and enhance our ability to interpret the manifestation of stuttering in multilingual participants. EDUCATIONAL OBJECTIVES The reader will be able to: (a) summarize the current validity of cross-study comparisons in available research of multilingual participants who stutter; (b) describe the range of language factors to be included when providing descriptions of multilingual participants who stutter; (c) discuss the importance of consistency when describing language profiles of multilingual research participants.
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Affiliation(s)
- Geoffrey A Coalson
- The University of Texas at Austin, 1 University Station A1100, Austin, TX 78759, USA.
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73
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The relationship between P3 amplitude and working memory performance differs in young and older adults. PLoS One 2013; 8:e63701. [PMID: 23667658 PMCID: PMC3646823 DOI: 10.1371/journal.pone.0063701] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2012] [Accepted: 04/05/2013] [Indexed: 11/19/2022] Open
Abstract
While some elderly show deteriorations in cognitive performance, others achieve performance levels comparable to young adults. To examine whether age-related changes in brain activity varied with working memory performance efficiency, we recorded electroencephalography (EEG) from young and older healthy adults during performance on an n-back task with two loads (0- and 1-back) and two versions (identity and integrated). Young adults showed a typical P3 amplitude pattern with a parietal-maximum. Compared to young adults, the P3 amplitude of older adults was characterized by frontal hyperactivity coupled with posterior hypoactivity. Moreover, P3 amplitude in young and older adults varied with working memory performance efficiency. Among young adults, more efficient performance correlated with a larger P3 amplitude at parietal sites. In contrast, a higher P3 amplitude at midline electrode sites in older adults correlated with less efficient performance. Particularly, the enhanced frontal midline EEG activity in older adults during working memory performance seems to reflect inefficient use of neural resources due to frontal lobe dysfunction.
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74
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CODERRE EMILYL, VAN HEUVEN WALTERJB, CONKLIN KATHY. The timing and magnitude of Stroop interference and facilitation in monolinguals and bilinguals. BILINGUALISM (CAMBRIDGE, ENGLAND) 2013; 16:420-441. [PMID: 23483406 PMCID: PMC3590568 DOI: 10.1017/s1366728912000405] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2011] [Revised: 06/15/2012] [Accepted: 06/26/2012] [Indexed: 06/01/2023]
Abstract
Executive control abilities and lexical access speed in Stroop performance were investigated in English monolinguals and two groups of bilinguals (English-Chinese and Chinese-English) in their first (L1) and second (L2) languages. Predictions were based on a bilingual cognitive advantage hypothesis, implicating cognitive control ability as the critical factor determining Stroop interference; and two bilingual lexical disadvantage hypotheses, focusing on lexical access speed. Importantly, each hypothesis predicts different response patterns in a Stroop task manipulating stimulus onset asynchrony (SOA). There was evidence for a bilingual cognitive advantage, although this effect was sensitive to a number of variables including proficiency, language immersion, and script. In lexical access speed, no differences occurred between monolinguals and bilinguals in their native languages, but there was evidence for a delay in L2 processing speed relative to the L1. Overall, the data highlight the multitude of factors affecting executive control and lexical access speed in bilinguals.
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The polarity sensitivity of the electrically stimulated human auditory nerve measured at the level of the brainstem. J Assoc Res Otolaryngol 2013; 14:359-77. [PMID: 23479187 DOI: 10.1007/s10162-013-0377-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2012] [Accepted: 01/31/2013] [Indexed: 10/27/2022] Open
Abstract
Recent behavioral studies have suggested that the human auditory nerve of cochlear implant (CI) users is mainly excited by the positive (anodic) polarity. Those findings were only obtained using asymmetric pseudomonophasic (PS) pulses where the effect of one phase was measured in the presence of a counteracting phase of opposite polarity, longer duration, and lower amplitude than the former phase. It was assumed that only the short high-amplitude phase was responsible for the excitation. Similarly, it has been shown that electrically evoked compound action potentials could only be obtained in response to the anodic phases of asymmetric pulses. Here, experiment 1 measured electrically evoked auditory brainstem responses to standard symmetric, PS, reversed pseudomonophasic, and reversed pseudomonophasic with inter-phase gap (6 ms) pulses presented for both polarities. Responses were time locked to the short high-amplitude phase of asymmetric pulses and were smaller, but still measurable, when that phase was cathodic than when it was anodic. This provides the first evidence that cathodic stimulation can excite the auditory system of human CI listeners and confirms that this stimulation is nevertheless less effective than for the anodic polarity. A second experiment studied the polarity sensitivity at different intensities by means of a loudness balancing task between pseudomonophasic anodic (PSA) and pseudomonophasic cathodic (PSC) stimuli. Previous studies had demonstrated greater sensitivity to anodic stimulation only for stimuli producing loud percepts. The results showed that PSC stimuli required higher amplitudes than PSA stimuli to reach the same loudness and that this held for current levels ranging from 10 to 100% of the dynamic range.
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76
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Cowper-Smith CD, Green J, Maessen H, Bance M, Newman AJ. Refractory effects of the N1 event-related potential in experienced cochlear implant patients. Int J Audiol 2013; 52:104-12. [DOI: 10.3109/14992027.2012.743044] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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77
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van Rijn H, Dalenberg JR, Borst JP, Sprenger SA. Pupil dilation co-varies with memory strength of individual traces in a delayed response paired-associate task. PLoS One 2012; 7:e51134. [PMID: 23227244 PMCID: PMC3515525 DOI: 10.1371/journal.pone.0051134] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2012] [Accepted: 10/29/2012] [Indexed: 11/23/2022] Open
Abstract
Studies on cognitive effort have shown that pupil dilation is a reliable indicator of memory load. However, it is conceivable that there are other sources of effort involved in memory that also affect pupil dilation. One of these is the ease with which an item can be retrieved from memory. Here, we present the results of an experiment in which we studied the way in which pupil dilation acts as an online marker for memory processing during the retrieval of paired associates while reducing confounds associated with motor responses. Paired associates were categorized into sets containing either 4 or 7 items. After learning the paired associates once, pupil dilation was measured during the presentation of the retrieval cue during four repetitions of each set. Memory strength was operationalized as the number of repetitions (frequency) and set-size, since having more items per set results in a lower average recency. Dilation decreased with increased memory strength, supporting the hypothesis that the amplitude of the evoked pupillary response correlates positively with retrieval effort. Thus, while many studies have shown that “memory load” influences pupil dilation, our results indicate that the task-evoked pupillary response is also sensitive to the experimentally manipulated memory strength of individual items. As these effects were observed well before the response had been given, this study also suggests that pupil dilation can be used to assess an item’s memory strength without requiring an overt response.
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Affiliation(s)
- Hedderik van Rijn
- Department of Psychology, University of Groningen, Groningen, The Netherlands.
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