Skip to main content
Top
Published in: Journal of Neurodevelopmental Disorders 1/2023

Open Access 01-12-2023 | Research

The contribution of theta and delta to feedback processing in children with developmental language disorder

Authors: Asiya Gul, Lauren S. Baron, Yael Arbel

Published in: Journal of Neurodevelopmental Disorders | Issue 1/2023

Login to get access

Abstract

Purpose

The study aimed at evaluating feedback processing at the electrophysiological level and its relation to learning in children with developmental language disorder (DLD) to further advance our understanding of the underlying neural mechanisms of feedback-based learning in children with this disorder.

Method

A feedback-based probabilistic learning task required children to classify novel cartoon animals into two categories that differ on five binary features, the probabilistic combination of which determined classification. The learning outcomes’ variance in relation to time- and time–frequency measures of feedback processing were examined and compared between 20 children with developmental language disorder and 25 age-matched children with typical language development.

Results

Children with developmental language disorder (DLD) performed poorer on the task when compared with their age-matched peers with typical language development (TD). The electrophysiological data in the time domain indicated no differences in the processing of positive and negative feedback among children with DLD. However, the time–frequency analysis revealed a strong theta activity in response to negative feedback in this group, suggesting an initial distinction between positive and negative feedback that was not captured by the ERP data. In the TD group, delta activity played a major role in shaping the FRN and P3a and was found to predict test performance. Delta did not contribute to the FRN and P3a in the DLD group. Additionally, theta and delta activities were not associated with the learning outcomes of children with DLD.

Conclusion

Theta activity, which is associated with the initial processing of feedback at the level of the anterior cingulate cortex, was detected in children with developmental language disorder (DLD) but was not associated with their learning outcomes. Delta activity, which is assumed to be generated by the striatum and to be linked to elaborate processing of outcomes and adjustment of future actions, contributed to processing and learning outcomes of children with typical language development but not of children with DLD. The results provide evidence for atypical striatum-based feedback processing in children with DLD.
Literature
1.
go back to reference Arbel Y, Donchin E. Error and performance feedback processing by children with specific language impairment-an ERP study. Biol Psychol. 2014;99(1):83–91.PubMedCrossRef Arbel Y, Donchin E. Error and performance feedback processing by children with specific language impairment-an ERP study. Biol Psychol. 2014;99(1):83–91.PubMedCrossRef
2.
go back to reference Arbel Y, Fitzpatrick I, He X. Learning with and without feedback in children with developmental language disorder. J Speech Lang Hear Res. 2021;64(5):1696–711.PubMedPubMedCentralCrossRef Arbel Y, Fitzpatrick I, He X. Learning with and without feedback in children with developmental language disorder. J Speech Lang Hear Res. 2021;64(5):1696–711.PubMedPubMedCentralCrossRef
5.
go back to reference Arbel Y, Hong L, Baker TE, Holroyd CB. It’s all about timing: an electrophysiological examination of feedback-based learning with immediate and delayed feedback. Neuropsychologia. 2017;99:179–86.PubMedCrossRef Arbel Y, Hong L, Baker TE, Holroyd CB. It’s all about timing: an electrophysiological examination of feedback-based learning with immediate and delayed feedback. Neuropsychologia. 2017;99:179–86.PubMedCrossRef
6.
go back to reference Arbel Y, Wu H. A neurophysiological examination of quality of learning in a feedback-based learning task. Neuropsychologia. 2016;93(Pt. A):13–20.PubMedCrossRef Arbel Y, Wu H. A neurophysiological examination of quality of learning in a feedback-based learning task. Neuropsychologia. 2016;93(Pt. A):13–20.PubMedCrossRef
7.
go back to reference Badcock NA, Bishop DVM, Hardiman MJ, Barry JG, Watkins KE. Colocalization of abnormal brain structure and function in specific language impairment. Brain Lang. 2012;120(3):310–20.PubMedPubMedCentralCrossRef Badcock NA, Bishop DVM, Hardiman MJ, Barry JG, Watkins KE. Colocalization of abnormal brain structure and function in specific language impairment. Brain Lang. 2012;120(3):310–20.PubMedPubMedCentralCrossRef
8.
go back to reference Başar-Eroglu C, Demiralp T, Schürmann M, Başar E. Topological distribution of oddball “P300” responses. Int J Psychophysiol. 2001;39(2–3):213–20.PubMedCrossRef Başar-Eroglu C, Demiralp T, Schürmann M, Başar E. Topological distribution of oddball “P300” responses. Int J Psychophysiol. 2001;39(2–3):213–20.PubMedCrossRef
9.
go back to reference Batterink LJ, Paller KA, Reber PJ. Understanding the neural bases of implicit and statistical learning. Top Cogn Sci. 2019;11(3):482–503.PubMedPubMedCentral Batterink LJ, Paller KA, Reber PJ. Understanding the neural bases of implicit and statistical learning. Top Cogn Sci. 2019;11(3):482–503.PubMedPubMedCentral
10.
go back to reference Becker MPI, Nitsch AM, Miltner WHR, Straube T. A single-trial estimation of the feedback-related negativity and its relation to BOLD responses in a time-estimation task. J Neurosci. 2014;34(8):3005–12.PubMedPubMedCentralCrossRef Becker MPI, Nitsch AM, Miltner WHR, Straube T. A single-trial estimation of the feedback-related negativity and its relation to BOLD responses in a time-estimation task. J Neurosci. 2014;34(8):3005–12.PubMedPubMedCentralCrossRef
11.
go back to reference Benton AL. Developmental aphasia and brain damage. Cortex. 1964;1(1):40–52.CrossRef Benton AL. Developmental aphasia and brain damage. Cortex. 1964;1(1):40–52.CrossRef
12.
go back to reference Bernat EM, Nelson LD, Baskin-Sommers AR. Time-frequency theta and delta measures index separable components of feedback processing in a gambling task. Psychophysiology. 2015;52(5):626–37.PubMedPubMedCentralCrossRef Bernat EM, Nelson LD, Baskin-Sommers AR. Time-frequency theta and delta measures index separable components of feedback processing in a gambling task. Psychophysiology. 2015;52(5):626–37.PubMedPubMedCentralCrossRef
13.
go back to reference Bernat EM, Nelson LD, Steele VR, Gehring WJ, Patrick CJ. Externalizing psychopathology and gain–loss feedback in a simulated gambling task: dissociable components of brain response revealed by time-frequency analysis. J Abnorm Psychol. 2011;120(2):352–64.PubMedPubMedCentralCrossRef Bernat EM, Nelson LD, Steele VR, Gehring WJ, Patrick CJ. Externalizing psychopathology and gain–loss feedback in a simulated gambling task: dissociable components of brain response revealed by time-frequency analysis. J Abnorm Psychol. 2011;120(2):352–64.PubMedPubMedCentralCrossRef
14.
go back to reference Bernat EM, Williams WJ, Gehring WJ. Decomposing ERP time-frequency energy using PCA. Clin Neurophysiol. 2005;116(6):1314–34.PubMedCrossRef Bernat EM, Williams WJ, Gehring WJ. Decomposing ERP time-frequency energy using PCA. Clin Neurophysiol. 2005;116(6):1314–34.PubMedCrossRef
15.
go back to reference Bishop DV, Snowling MJ, Thompson PA, Greenhalgh T, CATALISE-2 Consortium. Phase 2 of CATALISE: a multinational and multidisciplinary Delphi consensus study of problems with language development: terminology. J Child Psychol Psychiatry. 2017;58(10):1068–80.PubMedPubMedCentralCrossRef Bishop DV, Snowling MJ, Thompson PA, Greenhalgh T, CATALISE-2 Consortium. Phase 2 of CATALISE: a multinational and multidisciplinary Delphi consensus study of problems with language development: terminology. J Child Psychol Psychiatry. 2017;58(10):1068–80.PubMedPubMedCentralCrossRef
17.
go back to reference Bowers ME, Buzzell GA, Bernat EM, Fox NA, Barker TV. Time-frequency approaches to investigating changes in feedback processing during childhood and adolescence. Psychophysiology. 2018;55(10):1–13.CrossRef Bowers ME, Buzzell GA, Bernat EM, Fox NA, Barker TV. Time-frequency approaches to investigating changes in feedback processing during childhood and adolescence. Psychophysiology. 2018;55(10):1–13.CrossRef
18.
go back to reference Carlson JM, Foti D, Mujica-Parodi LR, Harmon-Jones E, Hajcak G. Ventral striatal and medial prefrontal BOLD activation is correlated with reward-related electrocortical activity: a combined ERP and fMRI study. Neuroimage. 2011;57(4):1608–16.PubMedCrossRef Carlson JM, Foti D, Mujica-Parodi LR, Harmon-Jones E, Hajcak G. Ventral striatal and medial prefrontal BOLD activation is correlated with reward-related electrocortical activity: a combined ERP and fMRI study. Neuroimage. 2011;57(4):1608–16.PubMedCrossRef
19.
go back to reference Cavanagh JF, Zambrano-Vazquez L, Allen JJB. Theta lingua franca: a common mid-frontal substrate for action monitoring processes. Psychophysiology. 2012;49(2):220–38.PubMedCrossRef Cavanagh JF, Zambrano-Vazquez L, Allen JJB. Theta lingua franca: a common mid-frontal substrate for action monitoring processes. Psychophysiology. 2012;49(2):220–38.PubMedCrossRef
21.
go back to reference Cincotta CM, Seger CA. Dissociation between Striatal Regions while learning to categorize via feedback and via observation. J Cogn Neurosci. 2007;19(2):249–65.PubMedCrossRef Cincotta CM, Seger CA. Dissociation between Striatal Regions while learning to categorize via feedback and via observation. J Cogn Neurosci. 2007;19(2):249–65.PubMedCrossRef
22.
go back to reference Clark MM, Plante E. Morphology of the inferior frontal gyrus in developmentally language-disordered adults. Brain Lang. 1998;61(2):288–303.PubMedCrossRef Clark MM, Plante E. Morphology of the inferior frontal gyrus in developmentally language-disordered adults. Brain Lang. 1998;61(2):288–303.PubMedCrossRef
23.
go back to reference Cohen M, Campbell R, Yaghmai F. Neuropathological abnormalities in developmental dysphasia. Ann Neurol. 1989;25(6):567–70.PubMedCrossRef Cohen M, Campbell R, Yaghmai F. Neuropathological abnormalities in developmental dysphasia. Ann Neurol. 1989;25(6):567–70.PubMedCrossRef
24.
go back to reference Cohen MX, Elger CE, Ranganath C. Reward expectation modulates feedback-related negativity and EEG spectra. Neuroimage. 2007;35(2):968–78.PubMedCrossRef Cohen MX, Elger CE, Ranganath C. Reward expectation modulates feedback-related negativity and EEG spectra. Neuroimage. 2007;35(2):968–78.PubMedCrossRef
25.
go back to reference Cohen MX, Wilmes K, van de Vijver I. Cortical electrophysiological network dynamics of feedback learning. Trends Cogn Sci. 2011;15(12):558–66.PubMedCrossRef Cohen MX, Wilmes K, van de Vijver I. Cortical electrophysiological network dynamics of feedback learning. Trends Cogn Sci. 2011;15(12):558–66.PubMedCrossRef
26.
go back to reference Dale R, Christiansen M. Active and passive statistical learning: exploring the role of feedback in artificial grammar learning and language. In: Forbus K, Gentner D, Regier T, editors. Proceedings of the 26th annual meeting of the cognitive science society. Mahwah: Lawrence Erlbaum Associates; 2004. p. 262–7. Dale R, Christiansen M. Active and passive statistical learning: exploring the role of feedback in artificial grammar learning and language. In: Forbus K, Gentner D, Regier T, editors. Proceedings of the 26th annual meeting of the cognitive science society. Mahwah: Lawrence Erlbaum Associates; 2004. p. 262–7.
27.
go back to reference Delorme A, Makeig S. EEGLAB: an open-source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods. 2004;134(1):9–21.PubMedCrossRef Delorme A, Makeig S. EEGLAB: an open-source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods. 2004;134(1):9–21.PubMedCrossRef
28.
go back to reference Denays R, Tondeur M, Foulon M, Verstraeten F, Ham H, Piepsz A, Noël P. Regional brain blood flow in congenital dysphasia: Studies with technetium-99m HM-PAO SPECT. J Nucl Med. 1989;30(11):1825–9.PubMed Denays R, Tondeur M, Foulon M, Verstraeten F, Ham H, Piepsz A, Noël P. Regional brain blood flow in congenital dysphasia: Studies with technetium-99m HM-PAO SPECT. J Nucl Med. 1989;30(11):1825–9.PubMed
29.
go back to reference Dien J. Evaluating two-step PCA of ERP data with geomin, infomax, oblimin, promax, and varimax rotations. Psychophysiology. 2010;47(1):170–83.PubMedCrossRef Dien J. Evaluating two-step PCA of ERP data with geomin, infomax, oblimin, promax, and varimax rotations. Psychophysiology. 2010;47(1):170–83.PubMedCrossRef
30.
go back to reference Eppinger B, Mock B, Kray J. Developmental differences in learning and error processing: evidence from ERPs. Psychophysiology. 2009;46(5):1043–53.PubMedCrossRef Eppinger B, Mock B, Kray J. Developmental differences in learning and error processing: evidence from ERPs. Psychophysiology. 2009;46(5):1043–53.PubMedCrossRef
32.
go back to reference Ferdinand NK, Becker AMW, Kray J, Gehring WJ. Feedback processing in children and adolescents: Is there a sensitivity for processing rewarding feedback? Neuropsychologia. 2016;82:31–8.PubMedCrossRef Ferdinand NK, Becker AMW, Kray J, Gehring WJ. Feedback processing in children and adolescents: Is there a sensitivity for processing rewarding feedback? Neuropsychologia. 2016;82:31–8.PubMedCrossRef
33.
go back to reference Ferdinand NK, Opitz B. Different aspects of performance feedback engage different brain areas: disentangling valence and expectancy in feedback processing. Sci Rep. 2014;4(5986):1–8. Ferdinand NK, Opitz B. Different aspects of performance feedback engage different brain areas: disentangling valence and expectancy in feedback processing. Sci Rep. 2014;4(5986):1–8.
34.
go back to reference Ferree TC, Luu P, Russell GS, Tucker DM. Scalp electrode impedance, infection risk, and EEG data quality. Clin Neurophysiol. 2001;112(3):536–44.PubMedCrossRef Ferree TC, Luu P, Russell GS, Tucker DM. Scalp electrode impedance, infection risk, and EEG data quality. Clin Neurophysiol. 2001;112(3):536–44.PubMedCrossRef
35.
go back to reference Foti D, Weinberg A, Bernat EM, Proudfit GH. Anterior cingulate activity to monetary loss and basal ganglia activity to monetary gain uniquely contribute to the feedback negativity. Clin Neurophysiol. 2015;126(7):1338–47.PubMedCrossRef Foti D, Weinberg A, Bernat EM, Proudfit GH. Anterior cingulate activity to monetary loss and basal ganglia activity to monetary gain uniquely contribute to the feedback negativity. Clin Neurophysiol. 2015;126(7):1338–47.PubMedCrossRef
36.
go back to reference Foti D, Weinberg A, Dien J, Hajcak G. EEG activity in the basal ganglia differentiates rewards from non-rewards: temporospatial principal components analysis and source localization of event-related potentials. Hum Brain Mapp. 2011;32(12):2207–16.PubMedPubMedCentralCrossRef Foti D, Weinberg A, Dien J, Hajcak G. EEG activity in the basal ganglia differentiates rewards from non-rewards: temporospatial principal components analysis and source localization of event-related potentials. Hum Brain Mapp. 2011;32(12):2207–16.PubMedPubMedCentralCrossRef
37.
go back to reference Gallagher TM, Watkin KL. 3D Ultrasonic fetal neuroimaging and familial language disorders: In utero brain development. J Neurolinguistics. 1997;10:187–201.CrossRef Gallagher TM, Watkin KL. 3D Ultrasonic fetal neuroimaging and familial language disorders: In utero brain development. J Neurolinguistics. 1997;10:187–201.CrossRef
38.
go back to reference Gallinat E, Spaulding TJ. Differences in the performance of children with specific language impairment and their typically developing peers on nonverbal cognitive tests: a meta-analysis. J Speech Lang Hear Res. 2014;57(4):1363–82.PubMedCrossRef Gallinat E, Spaulding TJ. Differences in the performance of children with specific language impairment and their typically developing peers on nonverbal cognitive tests: a meta-analysis. J Speech Lang Hear Res. 2014;57(4):1363–82.PubMedCrossRef
41.
go back to reference Gauger LM, Lombardino LJ, Leonard CM. Brain morphology in children with specific language impairment. J Speech Lang Hear Res. 1997;40:1272–84.PubMedCrossRef Gauger LM, Lombardino LJ, Leonard CM. Brain morphology in children with specific language impairment. J Speech Lang Hear Res. 1997;40:1272–84.PubMedCrossRef
42.
go back to reference Gehring WJ, Willoughby AR. The medial frontal cortex and the rapid processing of monetary gains and losses. Science. 2002;295(5563):2279–82.PubMedCrossRef Gehring WJ, Willoughby AR. The medial frontal cortex and the rapid processing of monetary gains and losses. Science. 2002;295(5563):2279–82.PubMedCrossRef
44.
go back to reference Harper J, Malone SM, Bernat EM. Theta and delta band activity explain N2 and P3 ERP component activity in a go/no-go task. Clin Neurophysiol. 2014;125(1):124–32.PubMedCrossRef Harper J, Malone SM, Bernat EM. Theta and delta band activity explain N2 and P3 ERP component activity in a go/no-go task. Clin Neurophysiol. 2014;125(1):124–32.PubMedCrossRef
45.
go back to reference Hauser TU, Iannaccone R, Stämpfli P, Drechsler R, Brandeis D, Walitza S, Brem S. The feedback-related negativity (FRN) revisited: new insights into the localization, meaning and network organization. Neuroimage. 2014;84:159–68.PubMedCrossRef Hauser TU, Iannaccone R, Stämpfli P, Drechsler R, Brandeis D, Walitza S, Brem S. The feedback-related negativity (FRN) revisited: new insights into the localization, meaning and network organization. Neuroimage. 2014;84:159–68.PubMedCrossRef
46.
go back to reference Holroyd CB, Coles MG. The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. Psychol Rev. 2002;109(4):679.PubMedCrossRef Holroyd CB, Coles MG. The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. Psychol Rev. 2002;109(4):679.PubMedCrossRef
47.
go back to reference Holroyd CB, Pakzad-Vaezi KL, Krigolson OE. The feedback correct-related positivity: sensitivity of the event-related brain potential to unexpected positive feedback. Psychophysiology. 2008;45(5):688–97.PubMedCrossRef Holroyd CB, Pakzad-Vaezi KL, Krigolson OE. The feedback correct-related positivity: sensitivity of the event-related brain potential to unexpected positive feedback. Psychophysiology. 2008;45(5):688–97.PubMedCrossRef
49.
50.
go back to reference Jernigan TL, Hesselink JR, Sowell E, Tallal PA. Cerebral structure on magnetic resonance imaging in language and learning-impaired children. Arch Neurol. 1991;48(5):539–45.PubMedCrossRef Jernigan TL, Hesselink JR, Sowell E, Tallal PA. Cerebral structure on magnetic resonance imaging in language and learning-impaired children. Arch Neurol. 1991;48(5):539–45.PubMedCrossRef
51.
go back to reference Kabani NJ, Macdonald D, Evans A, Gopnik M. Neuroanatomical correlates of familial language impairment: a preliminary report. J Neurolinguistics. 1997;10(2–3):203–14.CrossRef Kabani NJ, Macdonald D, Evans A, Gopnik M. Neuroanatomical correlates of familial language impairment: a preliminary report. J Neurolinguistics. 1997;10(2–3):203–14.CrossRef
52.
go back to reference Kaufman AS, Kaufman NL. Kaufman brief intelligence test. 2nd ed. Bloomington: Pearson, Inc.; 2004. Kaufman AS, Kaufman NL. Kaufman brief intelligence test. 2nd ed. Bloomington: Pearson, Inc.; 2004.
53.
go back to reference Kemény F, Lukács A. Impaired procedural learning in language impairment: results from probabilistic categorization. J Clin Exp Neuropsychol. 2010;32(3):249–58.PubMedCrossRef Kemény F, Lukács A. Impaired procedural learning in language impairment: results from probabilistic categorization. J Clin Exp Neuropsychol. 2010;32(3):249–58.PubMedCrossRef
57.
58.
go back to reference Lee JC, Nopoulos PC, Tomblin JB. Abnormal subcortical components of the corticostriatal system in young adults with DLI: a combined structural MRI and DTI study. Neuropsychologia. 2013;51(11):2154–61.PubMedCrossRef Lee JC, Nopoulos PC, Tomblin JB. Abnormal subcortical components of the corticostriatal system in young adults with DLI: a combined structural MRI and DTI study. Neuropsychologia. 2013;51(11):2154–61.PubMedCrossRef
60.
go back to reference Liegeois F, Connelly A, Baldeweg T, Gadian DG, Varghakhadem F. Functional abnormalities as- sociated with the FOXP2 gene mutation in the KE family: a covert language fMRI study. In: Neuro- image Human Brain Mapping 2002 Meeting, Sendai, Japan. 2002. Liegeois F, Connelly A, Baldeweg T, Gadian DG, Varghakhadem F. Functional abnormalities as- sociated with the FOXP2 gene mutation in the KE family: a covert language fMRI study. In: Neuro- image Human Brain Mapping 2002 Meeting, Sendai, Japan. 2002.
62.
go back to reference Miltner WH, Braun CH, Coles MG. Event-related brain potentials following incorrect feedback in a time-estimation task: evidence for a “generic” neural system for error detection. J Cogn Neurosci. 1997;9(6):788–98.PubMedCrossRef Miltner WH, Braun CH, Coles MG. Event-related brain potentials following incorrect feedback in a time-estimation task: evidence for a “generic” neural system for error detection. J Cogn Neurosci. 1997;9(6):788–98.PubMedCrossRef
63.
go back to reference Nelson NW, Plante E, Helm-Estabrooks N, Hotz G. Test of Integrated Language and Literacy Skills (TILLS). Baltimore: Brookes; 2016. Nelson NW, Plante E, Helm-Estabrooks N, Hotz G. Test of Integrated Language and Literacy Skills (TILLS). Baltimore: Brookes; 2016.
66.
go back to reference Palmer JA, Kreutz-Delgado K, Makeig S. AMICA: An adaptive mixture of independent component analyzers with shared components. In: Swartz Center for Computational Neuroscience, University of California San Diego, Tech. Rep. 2012. Palmer JA, Kreutz-Delgado K, Makeig S. AMICA: An adaptive mixture of independent component analyzers with shared components. In: Swartz Center for Computational Neuroscience, University of California San Diego, Tech. Rep. 2012.
67.
go back to reference Peters S, Braams BR, Raijmakers MEJ, Koolschijn PCMP, Crone EA. The neural coding of feedback learning across child and adolescent development. J Cogn Neurosci. 2014;26(8):1705–20.PubMedCrossRef Peters S, Braams BR, Raijmakers MEJ, Koolschijn PCMP, Crone EA. The neural coding of feedback learning across child and adolescent development. J Cogn Neurosci. 2014;26(8):1705–20.PubMedCrossRef
68.
go back to reference Peters S, Van Duijvenvoorde ACK, Koolschijn PCMP, Crone EA. Longitudinal development of frontoparietal activity during feedback learning: contributions of age, performance, working memory and cortical thickness. Dev Cogn Neurosci. 2016;19:211–22.PubMedPubMedCentralCrossRef Peters S, Van Duijvenvoorde ACK, Koolschijn PCMP, Crone EA. Longitudinal development of frontoparietal activity during feedback learning: contributions of age, performance, working memory and cortical thickness. Dev Cogn Neurosci. 2016;19:211–22.PubMedPubMedCentralCrossRef
69.
go back to reference Poldrack RA, Clark J, Pare-Blagoev EJ, Shohamy D, Moyano JC, Myers C, et al. Interactive memory systems in the human brain. Nature. 2001;414(6863):546–50.PubMedCrossRef Poldrack RA, Clark J, Pare-Blagoev EJ, Shohamy D, Moyano JC, Myers C, et al. Interactive memory systems in the human brain. Nature. 2001;414(6863):546–50.PubMedCrossRef
70.
go back to reference Poldrack RA, Prabhakaran V, Seger CA, Gabrieli JD. Striatal activation during acquisition of a cognitive skill. Neuropsychology. 1999;13(4):564.PubMedCrossRef Poldrack RA, Prabhakaran V, Seger CA, Gabrieli JD. Striatal activation during acquisition of a cognitive skill. Neuropsychology. 1999;13(4):564.PubMedCrossRef
71.
go back to reference Proudfit GH. The reward positivity: from basic research on reward to a biomarker for depression. Psychophysiology. 2015;52(4):449–59.PubMedCrossRef Proudfit GH. The reward positivity: from basic research on reward to a biomarker for depression. Psychophysiology. 2015;52(4):449–59.PubMedCrossRef
72.
go back to reference Saffran JR, Wilson DP. From syllables to syntax: multilevel statistical learning by 12-month-old infants. Infancy. 2003;4(2):273–84.CrossRef Saffran JR, Wilson DP. From syllables to syntax: multilevel statistical learning by 12-month-old infants. Infancy. 2003;4(2):273–84.CrossRef
73.
go back to reference Saxton M. Negative evidence and negative feedback: immediate effects on the grammaticality of child speech. First Lang. 2000;20:221.CrossRef Saxton M. Negative evidence and negative feedback: immediate effects on the grammaticality of child speech. First Lang. 2000;20:221.CrossRef
75.
go back to reference Shohamy D, Myers CE, Grossman S, Sage J, Gluck MA, Poldrack RA. Cortico-striatal contributions to feedback-based learning: converging data from neuroimaging and neuropsychology. Brain. 2004;127:851–9.PubMedCrossRef Shohamy D, Myers CE, Grossman S, Sage J, Gluck MA, Poldrack RA. Cortico-striatal contributions to feedback-based learning: converging data from neuroimaging and neuropsychology. Brain. 2004;127:851–9.PubMedCrossRef
77.
go back to reference Soriano-Mas C, Pujol J, Ortiz H, Deus J, López-Sala A, Sans A. Age-related brain structural alterations in children with specific language impairment. Hum Brain Mapp. 2009;30(5):1626–36.PubMedCrossRef Soriano-Mas C, Pujol J, Ortiz H, Deus J, López-Sala A, Sans A. Age-related brain structural alterations in children with specific language impairment. Hum Brain Mapp. 2009;30(5):1626–36.PubMedCrossRef
79.
go back to reference Tallal P, Jernigan TL, Trauner D. Developmental bilateral damage to the head of the caudate nuclei: implications for speech-language pathology. J Med Speech Lang Pathol. 1994;2:23–8. Tallal P, Jernigan TL, Trauner D. Developmental bilateral damage to the head of the caudate nuclei: implications for speech-language pathology. J Med Speech Lang Pathol. 1994;2:23–8.
80.
go back to reference Thompson SP, Newport EL. Statistical learning of syntax: the role of transitional probability. Lang Learn Dev. 2007;3(1):1–42.CrossRef Thompson SP, Newport EL. Statistical learning of syntax: the role of transitional probability. Lang Learn Dev. 2007;3(1):1–42.CrossRef
81.
go back to reference Tomasello M. First steps toward a usage-based theory of language acquisition. Cogn Linguist. 2000;11(1/2):61–82. Tomasello M. First steps toward a usage-based theory of language acquisition. Cogn Linguist. 2000;11(1/2):61–82.
82.
go back to reference Tomblin JB, Mainela-Arnold E, Zhang X. Procedural learning in adolescents with and without specific language impairment. Lang Learn Dev. 2007;3:269–93.CrossRef Tomblin JB, Mainela-Arnold E, Zhang X. Procedural learning in adolescents with and without specific language impairment. Lang Learn Dev. 2007;3:269–93.CrossRef
83.
go back to reference Tricomi E, Delgado MR, McCandliss BD, McClelland JL, Fiez JA. Performance feedback drives caudate activation in a phonological learning task. J Cogn Neurosci. 2006;18(6):1029–43.PubMedCrossRef Tricomi E, Delgado MR, McCandliss BD, McClelland JL, Fiez JA. Performance feedback drives caudate activation in a phonological learning task. J Cogn Neurosci. 2006;18(6):1029–43.PubMedCrossRef
84.
go back to reference Ullman M, Pierpont E. Specific language impairment is not specific to language: the procedural deficit hypothesis. Cortex. 2005;41:399–433.PubMedCrossRef Ullman M, Pierpont E. Specific language impairment is not specific to language: the procedural deficit hypothesis. Cortex. 2005;41:399–433.PubMedCrossRef
85.
86.
go back to reference van de Vijver I, Richard Ridderinkhof K, Cohen MX. Frontal oscillatory dynamics predict feedback learning and action adjustment. J Cogn Neurosci. 2011;23(12):4106–21.PubMedCrossRef van de Vijver I, Richard Ridderinkhof K, Cohen MX. Frontal oscillatory dynamics predict feedback learning and action adjustment. J Cogn Neurosci. 2011;23(12):4106–21.PubMedCrossRef
87.
go back to reference Vargha-Khadem F, Watkins KE, Price CJ, Ashburner J, Alcock KJ, Connelly A, Frackowiak RS, Friston KJ, Pembrey ME, Mishkin M, Gadian DG, Passingham RE. Neural basis of an inherited speech and language disorder. Proc Natl Acad Sci USA. 1998;95(21):12695–700.PubMedPubMedCentralCrossRef Vargha-Khadem F, Watkins KE, Price CJ, Ashburner J, Alcock KJ, Connelly A, Frackowiak RS, Friston KJ, Pembrey ME, Mishkin M, Gadian DG, Passingham RE. Neural basis of an inherited speech and language disorder. Proc Natl Acad Sci USA. 1998;95(21):12695–700.PubMedPubMedCentralCrossRef
88.
go back to reference Watkins KE, Gadian DG, Vargha-Khadem F. Functional and structural brain abnormalities associated with a genetic disorder of speech and language. Am J Hum Genet. 1999;65(5):1215–21.PubMedPubMedCentralCrossRef Watkins KE, Gadian DG, Vargha-Khadem F. Functional and structural brain abnormalities associated with a genetic disorder of speech and language. Am J Hum Genet. 1999;65(5):1215–21.PubMedPubMedCentralCrossRef
90.
91.
go back to reference West R, Huet A. The effect of aging on the ERP correlates of feedback processing in the probabilistic selection task. Brain Sci. 2020;10(1):1–14.CrossRef West R, Huet A. The effect of aging on the ERP correlates of feedback processing in the probabilistic selection task. Brain Sci. 2020;10(1):1–14.CrossRef
92.
go back to reference Wiig EH, Semel E, Secord WA. Clinical evaluation of language fundamentals. 5th ed. Bloomington: Pearson, Inc.; 2013. Wiig EH, Semel E, Secord WA. Clinical evaluation of language fundamentals. 5th ed. Bloomington: Pearson, Inc.; 2013.
93.
go back to reference Wilkinson L, Tai YF, Lin CS, Lagnado DA, Brooks DJ, Piccini P, Jahanshahi M. Probabilistic classification learning with corrective feedback is associated with in vivo striatal dopamine release in the ventral striatum, while learning without feedback is not. Hum Brain Mapp. 2014;35(10):5106–15.PubMedPubMedCentralCrossRef Wilkinson L, Tai YF, Lin CS, Lagnado DA, Brooks DJ, Piccini P, Jahanshahi M. Probabilistic classification learning with corrective feedback is associated with in vivo striatal dopamine release in the ventral striatum, while learning without feedback is not. Hum Brain Mapp. 2014;35(10):5106–15.PubMedPubMedCentralCrossRef
94.
go back to reference Winkler I, Debener S, Muller KR, Tangermann M. On the influence of high-pass filtering on ICA-based artifact reduction in EEG-ERP. In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2015. p. 4101–5. Winkler I, Debener S, Muller KR, Tangermann M. On the influence of high-pass filtering on ICA-based artifact reduction in EEG-ERP. In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2015. p. 4101–5.
95.
go back to reference Zeithamova D, Maddox WT, Schnyer DM. Dissociable prototype learning systems: evidence from brain imaging and behavior. J Neurosci. 2008;28(49):13194–201.PubMedPubMedCentralCrossRef Zeithamova D, Maddox WT, Schnyer DM. Dissociable prototype learning systems: evidence from brain imaging and behavior. J Neurosci. 2008;28(49):13194–201.PubMedPubMedCentralCrossRef
96.
go back to reference Zwart FS, Vissers C, Kessels R, Maes J. Implicit learning seems to come naturally for children with autism, but not for children with specific language impairment: evidence from behavioral and ERP data. Autism Res. 2018;11(7):1050–61.PubMedPubMedCentralCrossRef Zwart FS, Vissers C, Kessels R, Maes J. Implicit learning seems to come naturally for children with autism, but not for children with specific language impairment: evidence from behavioral and ERP data. Autism Res. 2018;11(7):1050–61.PubMedPubMedCentralCrossRef
Metadata
Title
The contribution of theta and delta to feedback processing in children with developmental language disorder
Authors
Asiya Gul
Lauren S. Baron
Yael Arbel
Publication date
01-12-2023
Publisher
BioMed Central
Published in
Journal of Neurodevelopmental Disorders / Issue 1/2023
Print ISSN: 1866-1947
Electronic ISSN: 1866-1955
DOI
https://doi.org/10.1186/s11689-023-09481-1

Other articles of this Issue 1/2023

Journal of Neurodevelopmental Disorders 1/2023 Go to the issue