A Process-Oriented View of Procedural Memory Can Help Better Understand Tourette's Syndrome

Tourette's syndrome (TS) is a neurodevelopmental disorder characterized by repetitive movements and vocalizations, also known as tics. The phenomenology of tics and the underlying neurobiology of the disorder have suggested that the altered functioning of the procedural memory system might cont...

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Published inFrontiers in human neuroscience Vol. 15; p. 683885
Main Authors Farkas, Bence Cs, Tóth-Fáber, Eszter, Janacsek, Karolina, Nemeth, Dezso
Format Journal Article
LanguageEnglish
Published Switzerland Frontiers Media S.A 10.12.2021
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Abstract Tourette's syndrome (TS) is a neurodevelopmental disorder characterized by repetitive movements and vocalizations, also known as tics. The phenomenology of tics and the underlying neurobiology of the disorder have suggested that the altered functioning of the procedural memory system might contribute to its etiology. However, contrary to the robust findings of impaired procedural memory in neurodevelopmental disorders of language, results from TS have been somewhat mixed. We review the previous studies in the field and note that they have reported normal, impaired, and even enhanced procedural performance. These mixed findings may be at least partially be explained by the diversity of the samples in both age and tic severity, the vast array of tasks used, the low sample sizes, and the possible confounding effects of other cognitive functions, such as executive functions, working memory or attention. However, we propose that another often overlooked factor could also contribute to the mixed findings, namely the multiprocess nature of the procedural system itself. We propose that a process-oriented view of procedural memory functions could serve as a theoretical framework to help integrate these varied findings. We discuss evidence suggesting heterogeneity in the neural regions and their functional contributions to procedural memory. Our process-oriented framework can help to deepen our understanding of the complex profile of procedural functioning in TS and atypical development in general.
AbstractList Tourette’s syndrome (TS) is a neurodevelopmental disorder characterized by repetitive movements and vocalizations, also known as tics. The phenomenology of tics and the underlying neurobiology of the disorder have suggested that the altered functioning of the procedural memory system might contribute to its etiology. However, contrary to the robust findings of impaired procedural memory in neurodevelopmental disorders of language, results from TS have been somewhat mixed. We review the previous studies in the field and note that they have reported normal, impaired, and even enhanced procedural performance. These mixed findings may be at least partially be explained by the diversity of the samples in both age and tic severity, the vast array of tasks used, the low sample sizes, and the possible confounding effects of other cognitive functions, such as executive functions, working memory or attention. However, we propose that another often overlooked factor could also contribute to the mixed findings, namely the multiprocess nature of the procedural system itself. We propose that a process-oriented view of procedural memory functions could serve as a theoretical framework to help integrate these varied findings. We discuss evidence suggesting heterogeneity in the neural regions and their functional contributions to procedural memory. Our process-oriented framework can help to deepen our understanding of the complex profile of procedural functioning in TS and atypical development in general.
Author Tóth-Fáber, Eszter
Farkas, Bence Cs
Nemeth, Dezso
Janacsek, Karolina
AuthorAffiliation 1 LNC 2 , Département d’Études Cognitives, École Normale Supérieure, INSERM, PSL Research University , Paris , France
2 Doctoral School of Psychology, ELTE Eötvös Loránd University , Budapest , Hungary
4 Brain, Memory and Language Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences , Budapest , Hungary
3 Institute of Psychology, ELTE Eötvös Loránd University , Budapest , Hungary
5 Centre for Thinking and Learning, Institute for Lifecourse Development, School of Human Sciences, Faculty of Education, Health and Human Sciences, University of Greenwich , London , United Kingdom
6 Lyon Neuroscience Research Center (CRNL), INSERM U1028, CNRS UMR 5292, Université Claude Bernard Lyon 1 , Lyon , France
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CitedBy_id crossref_primary_10_1093_cercor_bhad079
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Cites_doi 10.1016/j.nlm.2014.04.014
10.1038/nn.2723
10.3389/fpsyg.2018.02708
10.1016/j.cub.2006.07.026
10.1038/35107080
10.1177/0963721411429458
10.1177/1087054712464392
10.1371/journal.pbio.0030037
10.1111/j.1469-7610.2010.02324.x
10.1037/a0030801
10.1037/0894-4105.17.2.247
10.1002/hbm.25427
10.1002/mds.22264
10.1016/j.neuropsychologia.2013.06.019
10.1371/journal.pone.0215116
10.1016/j.ridd.2013.07.017
10.1037/0894-4105.18.1.124
10.1016/j.cognition.2006.09.010
10.1073/pnas.93.24.13515
10.1038/s41539-021-00093-9
10.1037/a0015562
10.1177/0956797611419304
10.1037/0096-3445.130.4.658
10.1080/17470210903536910
10.1038/mp.2012.69
10.1111/jnp.12167
10.1093/brain/123.3.425
10.1523/JNEUROSCI.2018-08.2009
10.1016/S0028-3932(01)00210-X
10.1146/annurev.psych.49.1.87
10.1073/pnas.1312011110
10.1101/2020.02.06.937706
10.1016/B978-0-12-411546-0.00005-6
10.1001/archpsyc.61.12.1259
10.1016/j.neuropsychologia.2007.04.001
10.1152/jn.2002.88.3.1451
10.1093/brain/awm278
10.1146/annurev.neuro.29.051605.112851
10.1016/j.neuroimage.2014.12.049
10.1016/j.neuroimage.2019.116387
10.1016/S0010-9452(08)70276-4
10.1016/j.bandc.2017.07.004
10.1111/jnp.12139
10.1152/jn.1997.77.3.1325
10.1212/01.wnl.0000180957.98702.69
10.1016/j.neuropsychologia.2004.12.012
10.3389/fncom.2013.00147
10.1177/1745691620953082
10.1016/j.tics.2014.12.010
10.1016/j.neuroscience.2015.11.050
10.1016/j.cogpsych.2019.101223
10.1016/j.cobeha.2017.11.014
10.1016/j.jpsychores.2009.09.002
10.1002/aur.123
10.1001/archpsyc.60.4.415
10.1016/j.neuropsychologia.2014.08.007
10.1080/09297049.2021.1894110
10.1006/nlme.1998.3843
10.1002/cne.22206
10.1016/j.bbr.2008.11.012
10.1016/j.cortex.2013.02.012
10.1007/s10802-010-9422-1
10.1126/science.273.5280.1399
10.1162/jocn_a_00578
10.1016/j.ridd.2016.12.007
10.1371/journal.pone.0001175
10.1037/0894-4105.22.5.563
10.1016/j.tics.2010.02.001
10.1016/B978-0-12-407794-2.00076-6
10.1523/JNEUROSCI.2701-11.2011
10.1038/nrn2850
10.1146/annurev-psych-122414-033417
10.7554/eLife.55241
10.1016/j.ijdevneu.2016.04.005
10.1111/cogs.12143
10.1038/nrn1919
10.1093/brain/awr147
10.1016/j.tins.2017.05.004
10.1016/j.neubiorev.2012.11.004
10.1073/pnas.0502624102
10.1152/jn.01141.2015
10.1111/j.1532-7078.2009.00023.x
10.1016/j.bpsgos.2021.04.003
10.1016/S0896-6273(03)00123-5
10.7554/eLife.41541
10.1093/brain/awl050
10.1093/cercor/bhh201
10.1016/j.biopsycho.2018.04.001
10.1073/pnas.0502762102
10.1016/j.cortex.2017.08.037
10.1371/journal.pone.0011731
10.1016/j.cub.2011.02.047
10.1016/S2215-0366(14)00132-1
10.1146/annurev-psych-122216-011555
10.1016/j.bbr.2011.09.044
10.1038/s41562-021-01169-7
10.1101/2020.09.04.283002
10.1111/desc.12552
10.1016/j.bandl.2016.07.005
10.1073/pnas.0506072102
10.1101/cshperspect.a021691
10.1016/0749-596X(91)90025-F
10.1016/j.cortex.2014.07.020
10.1016/j.cortex.2013.10.011
10.1016/j.bandc.2017.06.009
10.1016/j.psychres.2017.09.038
10.1016/j.neuron.2013.09.007
10.1038/sj.npp.1301528
10.1073/pnas.1904502116
10.1177/0956797612463080
10.1093/brain/awv307
10.1146/annurev-psych-010416-044216
10.1176/appi.ajp.160.6.1175
10.1098/rstb.2016.0059
10.1016/j.cognition.2010.05.011
10.1111/j.1467-9280.2006.01801.x
10.1523/JNEUROSCI.5569-09.2010
10.1111/jcpp.12169
10.1037/0882-7974.12.4.634
10.1016/j.cortex.2014.10.011
10.1152/jn.1997.77.3.1313
10.1523/JNEUROSCI.0150-11.2011
10.1073/pnas.0602659103
10.1176/appi.ajp.2011.09111692
10.1016/j.neubiorev.2020.01.032
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Copyright Copyright © 2021 Farkas, Tóth-Fáber, Janacsek and Nemeth.
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Keywords procedural memory
atypical development
statistical learning
basal ganglia
neuropsychology
Tourette’s syndrome
sequence learning
serial reaction time task
Language English
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These authors share senior authorship
Reviewed by: Patrizia Silvia Bisiacchi, University of Padua, Italy; Noa Benaroya Milshtein, Schneider Children’s Medical Center, Israel
Edited by: Filippo Brighina, University of Palermo, Italy
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References Cohen (B15) 1992; 53
Ganos (B35) 2013; 37
Graybiel (B38) 1998; 70
Clark (B14) 2017; 117
Beste (B6) 2021; 1
Kalanithi (B54) 2005; 102
West (B117) 2018; 21
Schendan (B93) 2003; 37
Jueptner (B52); 77
Henke (B42) 2010; 11
Quentin (B84) 2021; 6
Jueptner (B51); 77
Bohlhalter (B11) 2006; 129
Graybiel (B39) 2008; 31
Frost (B32) 2015; 19
Albouy (B1) 2015; 108
Juhasz (B53) 2019; 14
Maheu (B65) 2019; 8
Dolan (B21) 2013; 80
Howard (B43) 1997; 12
Lehericy (B61) 2005; 102
Hélie (B41) 2015; 64
Palminteri (B78) 2011; 134
Pedersen (B80) 2018; 22
Goodman (B36) 2014; 55
Takács (B102) 2018; 100
Wang (B116) 2011; 168
Willingham (B119) 2002; 88
Kéri (B58) 2002; 40
Peterson (B82) 2003; 60
Sigman (B97) 2005; 3
Endress (B26) 2007; 105
Howard (B44) 2004; 18
Rapanelli (B85) 2017; 40
Grahn (B37) 2009; 29
Wang (B115) 2019; 113
Squire (B99) 1996; 93
Roessner (B89) 2011; 52
Kóbor (B60) 2018; 135
Conway (B17) 2020; 112
Kaufman (B57) 2010; 116
Tayeb (B105) 2016; 313
Mirman (B71) 2010; 15
Doll (B22) 2015; 117
Kataoka (B56) 2010; 518
Travers (B108) 2010; 3
Miyake (B72) 2012; 21
Beukema (B7) 2018; 20
Robertson (B88) 2015; 2
Conway (B18) 2006; 17
Barnes (B3) 2008; 22
Maia (B67) 2011; 14
Eichenbaum (B25) 2006; 16
Foerde (B30) 2011; 31
Foster (B31) 1999
Zavecz (B125) 2020
Dye (B24) 2016; 160
Tóth-Fáber (B107) 2021; 27
Berlot (B5) 2020; 9
Otto (B76); 24
Thiessen (B106) 2013; 139
Yaniv (B123) 2017; 61
Hunt (B45) 2001; 130
Bloch (B9) 2005; 65
Felling (B27) 2011; 31
Janacsek (B50) 2020; 207
Channon (B13) 2003; 17
Robertson (B87) 2000; 123
Bloch (B8) 2009; 67
Nemeth (B73) 2010; 5
Penhune (B81) 2012; 226
Simor (B98) 2019; 9
De Diego Balaguer (B19) 2007; 2
Nemeth (B74) 2013; 7
Otto (B77); 110
Lum (B63) 2014; 51
Zhao (B126) 2011; 22
Steele (B101) 2010; 30
Takács (B104) 2017; 117
Ashby (B2) 2010; 14
Schapiro (B91) 2014; 26
Veríssimo (B112) 2021
Bogaerts (B10) 2020; 16
Ullman (B110) 2020; 71
Wood (B121) 2016; 67
Reber (B86) 2013; 51
Brown (B12) 2010; 63
Doyon (B23) 2009; 199
Lum (B64) 2013; 34
Yaniv (B122) 2018; 262
Jacoby (B47) 1991; 30
Palminteri (B79) 2013; 112
Lukács (B62) 2015; 39
Zwart (B127) 2019; 13
Ullman (B111) 2005; 41
Janacsek (B48) 2013; 49
Foerde (B29) 2006; 103
Janacsek (B49) 2015; 64
Ullman (B109) 2015
Karatekin (B55) 2009; 23
Jackson (B46) 2011; 21
Wong (B120) 2008; 33
Scharf (B92) 2013; 18
Cohen (B16) 2005; 102
Maheu (B66) 2020
Wilhelm (B118) 2003; 160
Siegelman (B96) 2017; 372
Delorme (B20) 2016; 139
Marsh (B69) 2005; 43
Vloet (B113) 2010; 38
Rungratsameetaweemana (B90) 2019; 116
Walenski (B114) 2007; 45
Gabrieli (B33) 1998; 49
Takács (B103) 2021; 42
O’Doherty (B75) 2017; 68
Baym (B4) 2008; 131
Poldrack (B83) 2001; 414
Graybiel (B40) 2015; 7
Makki (B68) 2008; 23
Shephard (B94) 2018; 13
Shephard (B95) 2016; 51
Ganos (B34) 2014; 65
Knowlton (B59) 1996; 273
Fletcher (B28) 2005; 15
Marsh (B70) 2004; 61
Stark-Inbar (B100) 2017; 117
Yin (B124) 2006; 7
References_xml – volume: 117
  start-page: 4
  year: 2015
  ident: B22
  article-title: Multiple memory systems as substrates for multiple decision systems.
  publication-title: Neurobiol. Learn. Mem.
  doi: 10.1016/j.nlm.2014.04.014
  contributor:
    fullname: Doll
– volume: 14
  start-page: 154
  year: 2011
  ident: B67
  article-title: From reinforcement learning models to psychiatric and neurological disorders.
  publication-title: Nat. Neurosci.
  doi: 10.1038/nn.2723
  contributor:
    fullname: Maia
– volume: 9
  year: 2019
  ident: B98
  article-title: Deconstructing procedural memory: different learning trajectories and consolidation of sequence and statistical learning.
  publication-title: Front. Psychol.
  doi: 10.3389/fpsyg.2018.02708
  contributor:
    fullname: Simor
– volume: 16
  start-page: R643
  year: 2006
  ident: B25
  article-title: Remembering: functional organization of the declarative memory system.
  publication-title: Curr. Biol.
  doi: 10.1016/j.cub.2006.07.026
  contributor:
    fullname: Eichenbaum
– volume: 414
  start-page: 546
  year: 2001
  ident: B83
  article-title: Interactive memory systems in the human brain.
  publication-title: Nature
  doi: 10.1038/35107080
  contributor:
    fullname: Poldrack
– volume: 21
  start-page: 8
  year: 2012
  ident: B72
  article-title: The nature and organization of individual differences in executive functions: four general conclusions.
  publication-title: Curr. Direct. Psychol. Sci.
  doi: 10.1177/0963721411429458
  contributor:
    fullname: Miyake
– volume: 22
  start-page: 250
  year: 2018
  ident: B80
  article-title: Impaired behavioral inhibition in implicit sequence learning in adult ADHD.
  publication-title: J. Attention Disord.
  doi: 10.1177/1087054712464392
  contributor:
    fullname: Pedersen
– volume: 3
  year: 2005
  ident: B97
  article-title: Parsing a cognitive task: a characterization of the Mind’s bottleneck.
  publication-title: PLoS Biol.
  doi: 10.1371/journal.pbio.0030037
  contributor:
    fullname: Sigman
– volume: 52
  start-page: 306
  year: 2011
  ident: B89
  article-title: Increased putamen and callosal motor subregion in treatment-naïve boys with Tourette syndrome indicates changes in the bihemispheric motor network: increased putamen and callosal motor subregion in TS boys.
  publication-title: J. Child Psychol. Psychiatry
  doi: 10.1111/j.1469-7610.2010.02324.x
  contributor:
    fullname: Roessner
– volume: 139
  start-page: 792
  year: 2013
  ident: B106
  article-title: The extraction and integration framework: a two-process account of statistical learning.
  publication-title: Psychol. Bull.
  doi: 10.1037/a0030801
  contributor:
    fullname: Thiessen
– volume: 17
  start-page: 247
  year: 2003
  ident: B13
  article-title: Executive function, memory, and learning in Tourette’s syndrome.
  publication-title: Neuropsychology
  doi: 10.1037/0894-4105.17.2.247
  contributor:
    fullname: Channon
– volume: 42
  start-page: 3182
  year: 2021
  ident: B103
  article-title: Neurophysiological and functional neuroanatomical coding of statistical and deterministic rule information during sequence learning.
  publication-title: Hum. Brain Mapp.
  doi: 10.1002/hbm.25427
  contributor:
    fullname: Takács
– volume: 23
  start-page: 2349
  year: 2008
  ident: B68
  article-title: Microstructural abnormalities of striatum and thalamus in children with Tourette syndrome.
  publication-title: Mov. Disord.
  doi: 10.1002/mds.22264
  contributor:
    fullname: Makki
– volume: 51
  start-page: 2026
  year: 2013
  ident: B86
  article-title: The neural basis of implicit learning and memory: a review of neuropsychological and neuroimaging research.
  publication-title: Neuropsychologia
  doi: 10.1016/j.neuropsychologia.2013.06.019
  contributor:
    fullname: Reber
– volume: 14
  year: 2019
  ident: B53
  article-title: Is there more room to improve? The lifespan trajectory of procedural learning and its relationship to the between- and within-group differences in average response times.
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0215116
  contributor:
    fullname: Juhasz
– volume: 34
  start-page: 3460
  year: 2013
  ident: B64
  article-title: Procedural learning is impaired in dyslexia: evidence from a meta-analysis of serial reaction time studies.
  publication-title: Res. Dev. Disabil.
  doi: 10.1016/j.ridd.2013.07.017
  contributor:
    fullname: Lum
– volume: 18
  start-page: 124
  year: 2004
  ident: B44
  article-title: Implicit spatial contextual learning in healthy aging.
  publication-title: Neuropsychology
  doi: 10.1037/0894-4105.18.1.124
  contributor:
    fullname: Howard
– volume: 105
  start-page: 247
  year: 2007
  ident: B26
  article-title: Rapid learning of syllable classes from a perceptually continuous speech stream.
  publication-title: Cognition
  doi: 10.1016/j.cognition.2006.09.010
  contributor:
    fullname: Endress
– volume: 93
  start-page: 13515
  year: 1996
  ident: B99
  article-title: Structure and function of declarative and nondeclarative memory systems.
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.93.24.13515
  contributor:
    fullname: Squire
– volume: 6
  year: 2021
  ident: B84
  article-title: Statistical learning occurs during practice while high-order rule learning during rest period.
  publication-title: NPJ Sci. Learn.
  doi: 10.1038/s41539-021-00093-9
  contributor:
    fullname: Quentin
– volume: 23
  start-page: 445
  year: 2009
  ident: B55
  article-title: Incidental and intentional sequence learning in youth-onset psychosis and attention-deficit/hyperactivity disorder (ADHD).
  publication-title: Neuropsychology
  doi: 10.1037/a0015562
  contributor:
    fullname: Karatekin
– volume: 22
  start-page: 1212
  year: 2011
  ident: B126
  article-title: Mutual interference between statistical summary perception and statistical learning.
  publication-title: Psychol. Sci.
  doi: 10.1177/0956797611419304
  contributor:
    fullname: Zhao
– volume: 130
  start-page: 658
  year: 2001
  ident: B45
  article-title: Statistical learning in a serial reaction time task: access to separable statistical cues by individual learners.
  publication-title: J. Exp. Psychol. Gen.
  doi: 10.1037/0096-3445.130.4.658
  contributor:
    fullname: Hunt
– volume: 63
  start-page: 1789
  year: 2010
  ident: B12
  article-title: Intact implicit learning in autism spectrum conditions.
  publication-title: Q. J. Exp. Psychol.
  doi: 10.1080/17470210903536910
  contributor:
    fullname: Brown
– volume: 18
  start-page: 721
  year: 2013
  ident: B92
  article-title: Genome-wide association study of Tourette’s syndrome.
  publication-title: Mol. Psychiatry
  doi: 10.1038/mp.2012.69
  contributor:
    fullname: Scharf
– volume: 13
  start-page: 529
  year: 2018
  ident: B94
  article-title: Implicit sequence learning in young people with Tourette syndrome with and without co-occurring attention-deficit/hyperactivity disorder.
  publication-title: J. Neuropsychol
  doi: 10.1111/jnp.12167
  contributor:
    fullname: Shephard
– volume: 123
  start-page: 425
  year: 2000
  ident: B87
  article-title: Tourette syndrome, associated conditions and the complexities of treatment.
  publication-title: Brain
  doi: 10.1093/brain/123.3.425
  contributor:
    fullname: Robertson
– volume: 29
  start-page: 7540
  year: 2009
  ident: B37
  article-title: Feeling the beat: premotor and striatal interactions in musicians and nonmusicians during beat perception.
  publication-title: J. Neurosci.
  doi: 10.1523/JNEUROSCI.2018-08.2009
  contributor:
    fullname: Grahn
– volume: 40
  start-page: 1356
  year: 2002
  ident: B58
  article-title: Probabilistic classification learning in Tourette syndrome.
  publication-title: Neuropsychologia
  doi: 10.1016/S0028-3932(01)00210-X
  contributor:
    fullname: Kéri
– volume: 49
  start-page: 87
  year: 1998
  ident: B33
  article-title: Cognitive neuroscience of human memory.
  publication-title: Annu. Rev. Psychol.
  doi: 10.1146/annurev.psych.49.1.87
  contributor:
    fullname: Gabrieli
– volume: 110
  start-page: 20941
  ident: B77
  article-title: Working-memory capacity protects model-based learning from stress.
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.1312011110
  contributor:
    fullname: Otto
– year: 2020
  ident: B66
  article-title: Rational arbitration between statistics and rules in human sequence learning.
  publication-title: bioRxiv
  doi: 10.1101/2020.02.06.937706
  contributor:
    fullname: Maheu
– volume: 112
  start-page: 131
  year: 2013
  ident: B79
  article-title: Reinforcement learning and tourette syndrome.
  publication-title: Int. Rev. Neurobiol.
  doi: 10.1016/B978-0-12-411546-0.00005-6
  contributor:
    fullname: Palminteri
– volume: 61
  year: 2004
  ident: B70
  article-title: Habit learning in tourette syndrome: a translational neuroscience approach to a developmental psychopathology.
  publication-title: Arch. Gen. Psychiatry
  doi: 10.1001/archpsyc.61.12.1259
  contributor:
    fullname: Marsh
– volume: 45
  start-page: 2447
  year: 2007
  ident: B114
  article-title: Speeded processing of grammar and tool knowledge in Tourette’s syndrome.
  publication-title: Neuropsychologia
  doi: 10.1016/j.neuropsychologia.2007.04.001
  contributor:
    fullname: Walenski
– volume: 88
  start-page: 1451
  year: 2002
  ident: B119
  article-title: Direct comparison of neural systems mediating conscious and unconscious skill learning.
  publication-title: J. Neurophysiol.
  doi: 10.1152/jn.2002.88.3.1451
  contributor:
    fullname: Willingham
– volume: 131
  start-page: 165
  year: 2008
  ident: B4
  article-title: Neural correlates of tic severity and cognitive control in children with Tourette syndrome.
  publication-title: Brain
  doi: 10.1093/brain/awm278
  contributor:
    fullname: Baym
– volume: 31
  start-page: 359
  year: 2008
  ident: B39
  article-title: Habits, rituals, and the evaluative brain.
  publication-title: Annu. Rev. Neurosci.
  doi: 10.1146/annurev.neuro.29.051605.112851
  contributor:
    fullname: Graybiel
– volume: 108
  start-page: 423
  year: 2015
  ident: B1
  article-title: Maintaining vs. enhancing motor sequence memories: respective roles of striatal and hippocampal systems.
  publication-title: NeuroImage
  doi: 10.1016/j.neuroimage.2014.12.049
  contributor:
    fullname: Albouy
– volume: 207
  year: 2020
  ident: B50
  article-title: Sequence learning in the human brain: a functional neuroanatomical meta-analysis of serial reaction time studies.
  publication-title: NeuroImage
  doi: 10.1016/j.neuroimage.2019.116387
  contributor:
    fullname: Janacsek
– volume: 41
  start-page: 399
  year: 2005
  ident: B111
  article-title: Specific language impairment is not specific to language: the procedural deficit hypothesis.
  publication-title: Cortex
  doi: 10.1016/S0010-9452(08)70276-4
  contributor:
    fullname: Ullman
– volume: 117
  start-page: 41
  year: 2017
  ident: B14
  article-title: Procedural learning in Parkinson’s disease, specific language impairment, dyslexia, schizophrenia, developmental coordination disorder, and autism spectrum disorders: a second-order meta-analysis.
  publication-title: Brain Cogn.
  doi: 10.1016/j.bandc.2017.07.004
  contributor:
    fullname: Clark
– volume: 13
  start-page: 149
  year: 2019
  ident: B127
  article-title: Procedural learning across the lifespan: a systematic review with implications for atypical development.
  publication-title: J. Neuropsychol.
  doi: 10.1111/jnp.12139
  contributor:
    fullname: Zwart
– volume: 77
  start-page: 1325
  ident: B51
  article-title: Anatomy of motor learning. II. Subcortical structures and learning by trial and error.
  publication-title: J. Neurophysiol.
  doi: 10.1152/jn.1997.77.3.1325
  contributor:
    fullname: Jueptner
– volume: 65
  start-page: 1253
  year: 2005
  ident: B9
  article-title: Caudate volumes in childhood predict symptom severity in adults with Tourette syndrome.
  publication-title: Neurology
  doi: 10.1212/01.wnl.0000180957.98702.69
  contributor:
    fullname: Bloch
– volume: 43
  start-page: 1456
  year: 2005
  ident: B69
  article-title: Perceptual-motor skill learning in Gilles de la Tourette syndromeEvidence for multiple procedural learning and memory systems.
  publication-title: Neuropsychologia
  doi: 10.1016/j.neuropsychologia.2004.12.012
  contributor:
    fullname: Marsh
– volume: 7
  year: 2013
  ident: B74
  article-title: Age-dependent and coordinated shift in performance between implicit and explicit skill learning.
  publication-title: Front. Computat. Neurosci.
  doi: 10.3389/fncom.2013.00147
  contributor:
    fullname: Nemeth
– volume: 16
  start-page: 319
  year: 2020
  ident: B10
  article-title: Statistical learning and language impairments: toward more precise theoretical accounts.
  publication-title: Perspect. Psychol. Sci.
  doi: 10.1177/1745691620953082
  contributor:
    fullname: Bogaerts
– volume: 19
  start-page: 117
  year: 2015
  ident: B32
  article-title: Domain generality versus modality specificity: the paradox of statistical learning.
  publication-title: Trends Cogn. Sci.
  doi: 10.1016/j.tics.2014.12.010
  contributor:
    fullname: Frost
– year: 1999
  ident: B31
  publication-title: Memory: Systems, Process, or Function?.
  contributor:
    fullname: Foster
– volume: 313
  start-page: 92
  year: 2016
  ident: B105
  article-title: Enhancing switching abilities: improving practice effect by stimulating the dorsolateral pre frontal cortex.
  publication-title: Neuroscience
  doi: 10.1016/j.neuroscience.2015.11.050
  contributor:
    fullname: Tayeb
– volume: 113
  year: 2019
  ident: B115
  article-title: Successfully learning non-adjacent dependencies in a continuous artificial language stream.
  publication-title: Cogn. Psychol.
  doi: 10.1016/j.cogpsych.2019.101223
  contributor:
    fullname: Wang
– volume: 20
  start-page: 98
  year: 2018
  ident: B7
  article-title: Predicting and binding: interacting algorithms supporting the consolidation of sequential motor skills.
  publication-title: Curr. Opin. Behav. Sci.
  doi: 10.1016/j.cobeha.2017.11.014
  contributor:
    fullname: Beukema
– volume: 67
  start-page: 497
  year: 2009
  ident: B8
  article-title: Clinical course of Tourette syndrome.
  publication-title: J. Psychosomatic Res.
  doi: 10.1016/j.jpsychores.2009.09.002
  contributor:
    fullname: Bloch
– volume: 3
  start-page: 68
  year: 2010
  ident: B108
  article-title: Motor-linked implicit learning in persons with autism spectrum disorders.
  publication-title: Autism Res.
  doi: 10.1002/aur.123
  contributor:
    fullname: Travers
– volume: 60
  year: 2003
  ident: B82
  article-title: Basal ganglia volumes in patients with gilles de la tourette syndrome.
  publication-title: Arch. Gen. Psychiatry
  doi: 10.1001/archpsyc.60.4.415
  contributor:
    fullname: Peterson
– volume: 65
  start-page: 297
  year: 2014
  ident: B34
  article-title: The neural correlates of tic inhibition in Gilles de la Tourette syndrome.
  publication-title: Neuropsychologia
  doi: 10.1016/j.neuropsychologia.2014.08.007
  contributor:
    fullname: Ganos
– volume: 27
  start-page: 799
  year: 2021
  ident: B107
  article-title: Dissociation between two aspects of procedural learning in Tourette syndrome: enhanced statistical and impaired sequence learning.
  publication-title: Child Neuropsychol.
  doi: 10.1080/09297049.2021.1894110
  contributor:
    fullname: Tóth-Fáber
– volume: 70
  start-page: 119
  year: 1998
  ident: B38
  article-title: The basal ganglia and chunking of action repertoires.
  publication-title: Neurobiol. Learn. Mem.
  doi: 10.1006/nlme.1998.3843
  contributor:
    fullname: Graybiel
– volume: 518
  start-page: 277
  year: 2010
  ident: B56
  article-title: Decreased number of parvalbumin and cholinergic interneurons in the striatum of individuals with Tourette syndrome.
  publication-title: J. Comparat. Neurol.
  doi: 10.1002/cne.22206
  contributor:
    fullname: Kataoka
– volume: 199
  start-page: 61
  year: 2009
  ident: B23
  article-title: Contributions of the basal ganglia and functionally related brain structures to motor learning.
  publication-title: Behav. Brain Res.
  doi: 10.1016/j.bbr.2008.11.012
  contributor:
    fullname: Doyon
– volume: 49
  start-page: 2001
  year: 2013
  ident: B48
  article-title: Implicit sequence learning and working memory: correlated or complicated?
  publication-title: Cortex
  doi: 10.1016/j.cortex.2013.02.012
  contributor:
    fullname: Janacsek
– volume: 38
  start-page: 961
  year: 2010
  ident: B113
  article-title: Neurocognitive performance in children with ADHD and OCD.
  publication-title: J. Abnormal Child Psychol.
  doi: 10.1007/s10802-010-9422-1
  contributor:
    fullname: Vloet
– volume: 273
  start-page: 1399
  year: 1996
  ident: B59
  article-title: A neostriatal habit learning system in humans.
  publication-title: Science
  doi: 10.1126/science.273.5280.1399
  contributor:
    fullname: Knowlton
– volume: 26
  start-page: 1736
  year: 2014
  ident: B91
  article-title: The necessity of the medial temporal lobe for statistical learning.
  publication-title: J. Cogn. Neurosci.
  doi: 10.1162/jocn_a_00578
  contributor:
    fullname: Schapiro
– volume: 61
  start-page: 1
  year: 2017
  ident: B123
  article-title: Specific executive control impairments in Tourette syndrome: the role of response inhibition.
  publication-title: Res. Dev. Disabil.
  doi: 10.1016/j.ridd.2016.12.007
  contributor:
    fullname: Yaniv
– volume: 2
  year: 2007
  ident: B19
  article-title: Different neurophysiological mechanisms underlying word and rule extraction from speech.
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0001175
  contributor:
    fullname: De Diego Balaguer
– volume: 22
  start-page: 563
  year: 2008
  ident: B3
  article-title: Intact implicit learning of spatial context and temporal sequences in childhood autism spectrum disorder.
  publication-title: Neuropsychology
  doi: 10.1037/0894-4105.22.5.563
  contributor:
    fullname: Barnes
– volume: 14
  start-page: 208
  year: 2010
  ident: B2
  article-title: Cortical and basal ganglia contributions to habit learning and automaticity.
  publication-title: Trends Cogn. Sci.
  doi: 10.1016/j.tics.2010.02.001
  contributor:
    fullname: Ashby
– start-page: 953
  year: 2015
  ident: B109
  article-title: The declarative/procedural model
  publication-title: Neurobiology of Language
  doi: 10.1016/B978-0-12-407794-2.00076-6
  contributor:
    fullname: Ullman
– volume: 31
  start-page: 13157
  year: 2011
  ident: B30
  article-title: Feedback timing modulates brain systems for learning in humans.
  publication-title: J. Neurosci.
  doi: 10.1523/JNEUROSCI.2701-11.2011
  contributor:
    fullname: Foerde
– volume: 11
  start-page: 523
  year: 2010
  ident: B42
  article-title: A model for memory systems based on processing modes rather than consciousness.
  publication-title: Nat. Rev. Neurosci.
  doi: 10.1038/nrn2850
  contributor:
    fullname: Henke
– volume: 67
  start-page: 289
  year: 2016
  ident: B121
  article-title: Psychology of habit.
  publication-title: Annu. Rev. Psychol.
  doi: 10.1146/annurev-psych-122414-033417
  contributor:
    fullname: Wood
– volume: 9
  year: 2020
  ident: B5
  article-title: A critical re-evaluation of fMRI signatures of motor sequence learning.
  publication-title: ELife
  doi: 10.7554/eLife.55241
  contributor:
    fullname: Berlot
– volume: 51
  start-page: 17
  year: 2016
  ident: B95
  article-title: Electrophysiological correlates of reinforcement learning in young people with Tourette syndrome with and without co-occurring ADHD symptoms.
  publication-title: Int. J. Dev. Neurosci.
  doi: 10.1016/j.ijdevneu.2016.04.005
  contributor:
    fullname: Shephard
– volume: 39
  start-page: 383
  year: 2015
  ident: B62
  article-title: Development of different forms of skill learning throughout the lifespan.
  publication-title: Cogn. Sci.
  doi: 10.1111/cogs.12143
  contributor:
    fullname: Lukács
– volume: 7
  start-page: 464
  year: 2006
  ident: B124
  article-title: The role of the basal ganglia in habit formation.
  publication-title: Nat. Rev. Neurosci.
  doi: 10.1038/nrn1919
  contributor:
    fullname: Yin
– volume: 134
  start-page: 2287
  year: 2011
  ident: B78
  article-title: Dopamine-dependent reinforcement of motor skill learning: evidence from Gilles de la Tourette syndrome.
  publication-title: Brain
  doi: 10.1093/brain/awr147
  contributor:
    fullname: Palminteri
– volume: 40
  start-page: 397
  year: 2017
  ident: B85
  article-title: The role of interneurons in autism and tourette syndrome.
  publication-title: Trends Neurosci.
  doi: 10.1016/j.tins.2017.05.004
  contributor:
    fullname: Rapanelli
– volume: 37
  start-page: 1050
  year: 2013
  ident: B35
  article-title: The functional anatomy of Gilles de la Tourette syndrome.
  publication-title: Neurosci. Biobehav. Rev.
  doi: 10.1016/j.neubiorev.2012.11.004
  contributor:
    fullname: Ganos
– volume: 102
  start-page: 13307
  year: 2005
  ident: B54
  article-title: Altered parvalbumin-positive neuron distribution in basal ganglia of individuals with Tourette syndrome.
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.0502624102
  contributor:
    fullname: Kalanithi
– volume: 117
  start-page: 412
  year: 2017
  ident: B100
  article-title: Individual differences in implicit motor learning: task specificity in sensorimotor adaptation and sequence learning.
  publication-title: J. Neurophysiol.
  doi: 10.1152/jn.01141.2015
  contributor:
    fullname: Stark-Inbar
– volume: 15
  start-page: 471
  year: 2010
  ident: B71
  article-title: Computational modeling of statistical learning: effects of transitional probability versus frequency and links to word learning: computational modeling of statistical learning.
  publication-title: Infancy
  doi: 10.1111/j.1532-7078.2009.00023.x
  contributor:
    fullname: Mirman
– volume: 1
  start-page: 123
  year: 2021
  ident: B6
  article-title: Distinct brain-oscillatory neuroanatomical architecture of perception-action integration in adolescents with tourette syndrome.
  publication-title: Biol. Psychiatry Glob. Open Sci.
  doi: 10.1016/j.bpsgos.2021.04.003
  contributor:
    fullname: Beste
– volume: 37
  start-page: 1013
  year: 2003
  ident: B93
  article-title: An fMRI study of the role of the medial temporal lobe in implicit and explicit sequence learning.
  publication-title: Neuron
  doi: 10.1016/S0896-6273(03)00123-5
  contributor:
    fullname: Schendan
– volume: 8
  year: 2019
  ident: B65
  article-title: Brain signatures of a multiscale process of sequence learning in humans.
  publication-title: ELife
  doi: 10.7554/eLife.41541
  contributor:
    fullname: Maheu
– volume: 129
  start-page: 2029
  year: 2006
  ident: B11
  article-title: Neural correlates of tic generation in Tourette syndrome: an event-related functional MRI study.
  publication-title: Brain
  doi: 10.1093/brain/awl050
  contributor:
    fullname: Bohlhalter
– volume: 15
  start-page: 1002
  year: 2005
  ident: B28
  article-title: On the benefits of not trying: brain activity and connectivity reflecting the interactions of explicit and implicit sequence learning.
  publication-title: Cerebral Cortex
  doi: 10.1093/cercor/bhh201
  contributor:
    fullname: Fletcher
– volume: 135
  start-page: 180
  year: 2018
  ident: B60
  article-title: ERPs differentiate the sensitivity to statistical probabilities and the learning of sequential structures during procedural learning.
  publication-title: Biol. Psychol.
  doi: 10.1016/j.biopsycho.2018.04.001
  contributor:
    fullname: Kóbor
– volume: 102
  start-page: 12566
  year: 2005
  ident: B61
  article-title: Distinct basal ganglia territories are engaged in early and advanced motor sequence learning.
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.0502762102
  contributor:
    fullname: Lehericy
– volume: 100
  start-page: 84
  year: 2018
  ident: B102
  article-title: Is procedural memory enhanced in Tourette syndrome? Evidence from a sequence learning task.
  publication-title: Cortex
  doi: 10.1016/j.cortex.2017.08.037
  contributor:
    fullname: Takács
– volume: 5
  year: 2010
  ident: B73
  article-title: Learning in autism: implicitly superb.
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0011731
  contributor:
    fullname: Nemeth
– volume: 21
  start-page: 580
  year: 2011
  ident: B46
  article-title: Compensatory neural reorganization in tourette syndrome.
  publication-title: Curr. Biol.
  doi: 10.1016/j.cub.2011.02.047
  contributor:
    fullname: Jackson
– volume: 2
  start-page: 68
  year: 2015
  ident: B88
  article-title: A personal 35 year perspective on Gilles de la Tourette syndrome: prevalence, phenomenology, comorbidities, and coexistent psychopathologies.
  publication-title: Lancet Psychiatry
  doi: 10.1016/S2215-0366(14)00132-1
  contributor:
    fullname: Robertson
– volume: 71
  start-page: annurev
  year: 2020
  ident: B110
  article-title: The neurocognition of developmental disorders of language.
  publication-title: Annu. Rev. Psychol.
  doi: 10.1146/annurev-psych-122216-011555
  contributor:
    fullname: Ullman
– volume: 226
  start-page: 579
  year: 2012
  ident: B81
  article-title: Parallel contributions of cerebellar, striatal and M1 mechanisms to motor sequence learning.
  publication-title: Behav. Brain Res.
  doi: 10.1016/j.bbr.2011.09.044
  contributor:
    fullname: Penhune
– start-page: 1
  year: 2021
  ident: B112
  article-title: Evidence that ageing yields improvements as well as declines across attention and executive functions.
  publication-title: Nat. Hum. Behav. [Online ahead of print.]
  doi: 10.1038/s41562-021-01169-7
  contributor:
    fullname: Veríssimo
– start-page: 42
  year: 2020
  ident: B125
  article-title: Similarity of brain activity patterns during learning and subsequent resting state predicts memory consolidation.
  publication-title: Preprint
  doi: 10.1101/2020.09.04.283002
  contributor:
    fullname: Zavecz
– volume: 21
  year: 2018
  ident: B117
  article-title: The procedural learning deficit hypothesis of language learning disorders: we see some problems.
  publication-title: Dev. Sci.
  doi: 10.1111/desc.12552
  contributor:
    fullname: West
– volume: 160
  start-page: 61
  year: 2016
  ident: B24
  article-title: A verbal strength in children with Tourette syndrome? Evidence from a non-word repetition task.
  publication-title: Brain Lang.
  doi: 10.1016/j.bandl.2016.07.005
  contributor:
    fullname: Dye
– volume: 102
  start-page: 18237
  year: 2005
  ident: B16
  article-title: Off-line learning of motor skill memory: a double dissociation of goal and movement.
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.0506072102
  contributor:
    fullname: Cohen
– volume: 7
  year: 2015
  ident: B40
  article-title: The striatum: where skills and habits meet.
  publication-title: Cold Spring Harb. Perspect. Biol.
  doi: 10.1101/cshperspect.a021691
  contributor:
    fullname: Graybiel
– volume: 30
  start-page: 513
  year: 1991
  ident: B47
  article-title: A process dissociation framework: separating automatic from intentional uses of memory.
  publication-title: J. Mem. Lang.
  doi: 10.1016/0749-596X(91)90025-F
  contributor:
    fullname: Jacoby
– volume: 64
  start-page: 411
  year: 2015
  ident: B49
  article-title: The puzzle is complicated: when should working memory be related to implicit sequence learning, and when should it not? (Response to Martini et al.).
  publication-title: Cortex
  doi: 10.1016/j.cortex.2014.07.020
  contributor:
    fullname: Janacsek
– volume: 51
  start-page: 1
  year: 2014
  ident: B63
  article-title: Procedural learning deficits in specific language impairment (SLI): a meta-analysis of serial reaction time task performance.
  publication-title: Cortex
  doi: 10.1016/j.cortex.2013.10.011
  contributor:
    fullname: Lum
– volume: 117
  start-page: 33
  year: 2017
  ident: B104
  article-title: Procedural learning in Tourette syndrome, ADHD, and comorbid Tourette-ADHD: evidence from a probabilistic sequence learning task.
  publication-title: Brain Cogn.
  doi: 10.1016/j.bandc.2017.06.009
  contributor:
    fullname: Takács
– volume: 53
  start-page: 319
  year: 1992
  ident: B15
  article-title: Sensory phenomena associated with Gilles de la Tourette’s syndrome.
  publication-title: J. Clin. Psychiatry
  contributor:
    fullname: Cohen
– volume: 262
  start-page: 527
  year: 2018
  ident: B122
  article-title: Executive control development in Tourette syndrome and its role in tic reduction.
  publication-title: Psychiatry Res.
  doi: 10.1016/j.psychres.2017.09.038
  contributor:
    fullname: Yaniv
– volume: 80
  start-page: 312
  year: 2013
  ident: B21
  article-title: Goals and habits in the brain.
  publication-title: Neuron
  doi: 10.1016/j.neuron.2013.09.007
  contributor:
    fullname: Dolan
– volume: 33
  start-page: 1239
  year: 2008
  ident: B120
  article-title: Mechanisms of dopaminergic and serotonergic neurotransmission in tourette syndrome: clues from an in vivo neurochemistry study with PET.
  publication-title: Neuropsychopharmacology
  doi: 10.1038/sj.npp.1301528
  contributor:
    fullname: Wong
– volume: 116
  start-page: 19705
  year: 2019
  ident: B90
  article-title: Preserved capacity for learning statistical regularities and directing selective attention after hippocampal lesions.
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.1904502116
  contributor:
    fullname: Rungratsameetaweemana
– volume: 24
  start-page: 751
  ident: B76
  article-title: The curse of planning: dissecting multiple reinforcement-learning systems by taxing the central executive.
  publication-title: Psychol. Sci.
  doi: 10.1177/0956797612463080
  contributor:
    fullname: Otto
– volume: 139
  start-page: 605
  year: 2016
  ident: B20
  article-title: Enhanced habit formation in Gilles de la Tourette syndrome.
  publication-title: Brain
  doi: 10.1093/brain/awv307
  contributor:
    fullname: Delorme
– volume: 68
  start-page: 73
  year: 2017
  ident: B75
  article-title: Learning, reward, and decision making.
  publication-title: Annu. Rev. Psychol.
  doi: 10.1146/annurev-psych-010416-044216
  contributor:
    fullname: O’Doherty
– volume: 160
  start-page: 1175
  year: 2003
  ident: B118
  article-title: Habit reversal versus supportive psychotherapy for tourette’s disorder: a randomized controlled trial.
  publication-title: Am. J. Psychiatry
  doi: 10.1176/appi.ajp.160.6.1175
  contributor:
    fullname: Wilhelm
– volume: 372
  year: 2017
  ident: B96
  article-title: Towards a theory of individual differences in statistical learning.
  publication-title: Philosop. Trans. R. Soc. B: Biol. Sci.
  doi: 10.1098/rstb.2016.0059
  contributor:
    fullname: Siegelman
– volume: 116
  start-page: 321
  year: 2010
  ident: B57
  article-title: Implicit learning as an ability.
  publication-title: Cognition
  doi: 10.1016/j.cognition.2010.05.011
  contributor:
    fullname: Kaufman
– volume: 17
  start-page: 905
  year: 2006
  ident: B18
  article-title: Statistical learning within and between modalities: pitting abstract against stimulus-specific representations.
  publication-title: Psychol. Sci.
  doi: 10.1111/j.1467-9280.2006.01801.x
  contributor:
    fullname: Conway
– volume: 30
  start-page: 8332
  year: 2010
  ident: B101
  article-title: Specific increases within global decreases: a functional magnetic resonance imaging investigation of five days of motor sequence learning.
  publication-title: J. Neurosci.
  doi: 10.1523/JNEUROSCI.5569-09.2010
  contributor:
    fullname: Steele
– volume: 55
  start-page: 582
  year: 2014
  ident: B36
  article-title: Annual research review: the neurobehavioral development of multiple memory systems - implications for childhood and adolescent psychiatric disorders.
  publication-title: J. Child Psychol. Psychiatry
  doi: 10.1111/jcpp.12169
  contributor:
    fullname: Goodman
– volume: 12
  start-page: 634
  year: 1997
  ident: B43
  article-title: Age differences in implicit learning of higher order dependencies in serial patterns.
  publication-title: Psychol. Aging
  doi: 10.1037/0882-7974.12.4.634
  contributor:
    fullname: Howard
– volume: 64
  start-page: 123
  year: 2015
  ident: B41
  article-title: Learning robust cortico-cortical associations with the basal ganglia: an integrative review.
  publication-title: Cortex
  doi: 10.1016/j.cortex.2014.10.011
  contributor:
    fullname: Hélie
– volume: 77
  start-page: 1313
  ident: B52
  article-title: Anatomy of motor learning. I. Frontal cortex and attention to action.
  publication-title: J. Neurophysiol.
  doi: 10.1152/jn.1997.77.3.1313
  contributor:
    fullname: Jueptner
– volume: 31
  start-page: 12387
  year: 2011
  ident: B27
  article-title: Neurobiology of tourette syndrome: current status and need for further investigation.
  publication-title: J. Neurosci.
  doi: 10.1523/JNEUROSCI.0150-11.2011
  contributor:
    fullname: Felling
– volume: 103
  start-page: 11778
  year: 2006
  ident: B29
  article-title: Modulation of competing memory systems by distraction.
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.0602659103
  contributor:
    fullname: Foerde
– volume: 168
  start-page: 1326
  year: 2011
  ident: B116
  article-title: The neural circuits that generate tics in tourette’s syndrome.
  publication-title: Am. J. Psychiatry
  doi: 10.1176/appi.ajp.2011.09111692
  contributor:
    fullname: Wang
– volume: 112
  start-page: 279
  year: 2020
  ident: B17
  article-title: How does the brain learn environmental structure? Ten core principles for understanding the neurocognitive mechanisms of statistical learning.
  publication-title: Neurosci. Biobehav. Rev.
  doi: 10.1016/j.neubiorev.2020.01.032
  contributor:
    fullname: Conway
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Snippet Tourette's syndrome (TS) is a neurodevelopmental disorder characterized by repetitive movements and vocalizations, also known as tics. The phenomenology of...
Tourette’s syndrome (TS) is a neurodevelopmental disorder characterized by repetitive movements and vocalizations, also known as tics. The phenomenology of...
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SubjectTerms atypical development
basal ganglia
Neuroscience
procedural memory
sequence learning
statistical learning
Tourette’s syndrome
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Title A Process-Oriented View of Procedural Memory Can Help Better Understand Tourette's Syndrome
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