The impact of early musical training on striatal functional connectivity

•Early childhood piano training has a long-term impact on functional connectivity between ventral striatal and sensorimotor cortical regions not observed for training later in life.•Early trained musicians showed greater expertise as measured using temporal precision in musical scale playing.•Functi...

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Published inNeuroImage (Orlando, Fla.) Vol. 238; p. 118251
Main Authors van Vugt, F.T., Hartmann, K., Altenmüller, E., Mohammadi, B., Margulies, D.S.
Format Journal Article
LanguageEnglish
Published Amsterdam Elsevier Inc 01.09.2021
Elsevier Limited
Elsevier
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Online AccessGet full text
ISSN1053-8119
1095-9572
1095-9572
DOI10.1016/j.neuroimage.2021.118251

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Abstract •Early childhood piano training has a long-term impact on functional connectivity between ventral striatal and sensorimotor cortical regions not observed for training later in life.•Early trained musicians showed greater expertise as measured using temporal precision in musical scale playing.•Functional connectivity between striatum and sensorimotor cortex correlated with musical expertise measurements.•Musical training, regardless of when it is initiated, has profound effects on brain structure and function. Evidence from language, visual and sensorimotor learning suggests that training early in life is more effective. The present work explores the hypothesis that learning during sensitive periods involves distinct brain networks in addition to those involved when learning later in life. Expert pianists were tested who started their musical training early (<7 years of age; n = 21) or late (n = 15), but were matched for total lifetime practice. Motor timing expertise was assessed using a musical scale playing task. Brain activity at rest was measured using fMRI and compared with a control group of nonmusicians (n = 17). Functional connectivity from seeds in the striatum revealed a striatal-cortical-sensorimotor network that was observed only in the early-onset group. In this network, higher connectivity correlated with greater motor timing expertise, which resulted from early/late group differences in motor timing expertise. By contrast, networks that differentiated musicians and nonmusicians, namely a striatal-occipital-frontal-cerebellar network in which connectivity was higher in musicians, tended to not show differences between early and late musicians and not be correlated with motor timing expertise. These results parcel musical sensorimotor neuroplasticity into a set of musicianship-related networks and a distinct set of predominantly early-onset networks. The findings lend support to the possibility that we can learn skills more easily early in development because during sensitive periods we recruit distinct brain networks that are no longer implicated in learning later in life.
AbstractList Evidence from language, visual and sensorimotor learning suggests that training early in life is more effective. The present work explores the hypothesis that learning during sensitive periods involves distinct brain networks in addition to those involved when learning later in life. Expert pianists were tested who started their musical training early (<7 years of age; n = 21) or late (n = 15), but were matched for total lifetime practice. Motor timing expertise was assessed using a musical scale playing task. Brain activity at rest was measured using fMRI and compared with a control group of nonmusicians (n = 17). Functional connectivity from seeds in the striatum revealed a striatal-cortical-sensorimotor network that was observed only in the early-onset group. In this network, higher connectivity correlated with greater motor timing expertise, which resulted from early/late group differences in motor timing expertise. By contrast, networks that differentiated musicians and nonmusicians, namely a striatal-occipital-frontal-cerebellar network in which connectivity was higher in musicians, tended to not show differences between early and late musicians and not be correlated with motor timing expertise. These results parcel musical sensorimotor neuroplasticity into a set of musicianship-related networks and a distinct set of predominantly early-onset networks. The findings lend support to the possibility that we can learn skills more easily early in development because during sensitive periods we recruit distinct brain networks that are no longer implicated in learning later in life.
Evidence from language, visual and sensorimotor learning suggests that training early in life is more effective. The present work explores the hypothesis that learning during sensitive periods involves distinct brain networks in addition to those involved when learning later in life. Expert pianists were tested who started their musical training early (<7 years of age; n = 21) or late (n = 15), but were matched for total lifetime practice. Motor timing expertise was assessed using a musical scale playing task. Brain activity at rest was measured using fMRI and compared with a control group of nonmusicians (n = 17). Functional connectivity from seeds in the striatum revealed a striatal-cortical-sensorimotor network that was observed only in the early-onset group. In this network, higher connectivity correlated with greater motor timing expertise, which resulted from early/late group differences in motor timing expertise. By contrast, networks that differentiated musicians and nonmusicians, namely a striatal-occipital-frontal-cerebellar network in which connectivity was higher in musicians, tended to not show differences between early and late musicians and not be correlated with motor timing expertise. These results parcel musical sensorimotor neuroplasticity into a set of musicianship-related networks and a distinct set of predominantly early-onset networks. The findings lend support to the possibility that we can learn skills more easily early in development because during sensitive periods we recruit distinct brain networks that are no longer implicated in learning later in life.
Evidence from language, visual and sensorimotor learning suggests that training early in life is more effective. The present work explores the hypothesis that learning during sensitive periods involves distinct brain networks in addition to those involved when learning later in life. Expert pianists were tested who started their musical training early (<7 years of age; n = 21) or late (n = 15), but were matched for total lifetime practice. Motor timing expertise was assessed using a musical scale playing task. Brain activity at rest was measured using fMRI and compared with a control group of nonmusicians (n = 17). Functional connectivity from seeds in the striatum revealed a striatal-cortical-sensorimotor network that was observed only in the early-onset group. In this network, higher connectivity correlated with greater motor timing expertise, which resulted from early/late group differences in motor timing expertise. By contrast, networks that differentiated musicians and nonmusicians, namely a striatal-occipital-frontal-cerebellar network in which connectivity was higher in musicians, tended to not show differences between early and late musicians and not be correlated with motor timing expertise. These results parcel musical sensorimotor neuroplasticity into a set of musicianship-related networks and a distinct set of predominantly early-onset networks. The findings lend support to the possibility that we can learn skills more easily early in development because during sensitive periods we recruit distinct brain networks that are no longer implicated in learning later in life.Evidence from language, visual and sensorimotor learning suggests that training early in life is more effective. The present work explores the hypothesis that learning during sensitive periods involves distinct brain networks in addition to those involved when learning later in life. Expert pianists were tested who started their musical training early (<7 years of age; n = 21) or late (n = 15), but were matched for total lifetime practice. Motor timing expertise was assessed using a musical scale playing task. Brain activity at rest was measured using fMRI and compared with a control group of nonmusicians (n = 17). Functional connectivity from seeds in the striatum revealed a striatal-cortical-sensorimotor network that was observed only in the early-onset group. In this network, higher connectivity correlated with greater motor timing expertise, which resulted from early/late group differences in motor timing expertise. By contrast, networks that differentiated musicians and nonmusicians, namely a striatal-occipital-frontal-cerebellar network in which connectivity was higher in musicians, tended to not show differences between early and late musicians and not be correlated with motor timing expertise. These results parcel musical sensorimotor neuroplasticity into a set of musicianship-related networks and a distinct set of predominantly early-onset networks. The findings lend support to the possibility that we can learn skills more easily early in development because during sensitive periods we recruit distinct brain networks that are no longer implicated in learning later in life.
•Early childhood piano training has a long-term impact on functional connectivity between ventral striatal and sensorimotor cortical regions not observed for training later in life.•Early trained musicians showed greater expertise as measured using temporal precision in musical scale playing.•Functional connectivity between striatum and sensorimotor cortex correlated with musical expertise measurements.•Musical training, regardless of when it is initiated, has profound effects on brain structure and function. Evidence from language, visual and sensorimotor learning suggests that training early in life is more effective. The present work explores the hypothesis that learning during sensitive periods involves distinct brain networks in addition to those involved when learning later in life. Expert pianists were tested who started their musical training early (<7 years of age; n = 21) or late (n = 15), but were matched for total lifetime practice. Motor timing expertise was assessed using a musical scale playing task. Brain activity at rest was measured using fMRI and compared with a control group of nonmusicians (n = 17). Functional connectivity from seeds in the striatum revealed a striatal-cortical-sensorimotor network that was observed only in the early-onset group. In this network, higher connectivity correlated with greater motor timing expertise, which resulted from early/late group differences in motor timing expertise. By contrast, networks that differentiated musicians and nonmusicians, namely a striatal-occipital-frontal-cerebellar network in which connectivity was higher in musicians, tended to not show differences between early and late musicians and not be correlated with motor timing expertise. These results parcel musical sensorimotor neuroplasticity into a set of musicianship-related networks and a distinct set of predominantly early-onset networks. The findings lend support to the possibility that we can learn skills more easily early in development because during sensitive periods we recruit distinct brain networks that are no longer implicated in learning later in life.
ArticleNumber 118251
Author Margulies, D.S.
van Vugt, F.T.
Altenmüller, E.
Mohammadi, B.
Hartmann, K.
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Cites_doi 10.1007/s00221-010-2299-y
10.1016/j.cub.2009.04.028
10.1073/pnas.0601417103
10.1007/s00429-013-0504-z
10.1016/j.neuroimage.2004.07.051
10.1016/j.neuroimage.2015.11.008
10.1007/s00221-006-0619-z
10.1016/j.neuroimage.2007.04.042
10.1016/j.neuroimage.2004.01.032
10.1162/jocn_a_00527
10.1073/pnas.88.5.1621
10.1038/nrn2152
10.1016/j.neuroscience.2013.05.021
10.3389/fnins.2013.00227
10.1196/annals.1360.042
10.1038/nrn1787
10.1177/1073858410377805
10.1016/j.neuroimage.2005.10.044
10.1016/j.neuron.2012.10.011
10.1016/j.neuropsychologia.2015.01.045
10.1016/j.neuroimage.2009.10.080
10.3389/fnsys.2014.00055
10.1162/jocn_a_01323
10.1097/00001756-199812010-00016
10.1007/BF01067377
10.1111/j.1460-9568.2009.06796.x
10.1093/cercor/bhn041
10.1016/j.neuroimage.2014.12.076
10.1016/j.neuroimage.2013.12.065
10.1111/j.1460-9568.2011.07795.x
10.1006/cbmr.1996.0014
10.1016/j.bandl.2012.02.002
10.1016/S0304-3940(02)00499-8
10.1155/2015/274919
10.1523/JNEUROSCI.2018-08.2009
10.1073/pnas.0902455106
10.1093/brain/121.6.1013
10.1152/jn.1963.26.6.1003
10.1093/cercor/bhp051
10.1113/jphysiol.1962.sp006837
10.1111/j.1467-1770.1980.tb00328.x
10.1007/s00221-014-4036-4
10.1016/j.neuroimage.2006.02.028
10.1016/j.bandc.2014.06.013
10.1038/nn1516
10.1093/brain/120.1.141
10.1037/a0020756
10.1177/0956797620959014
10.1038/s41562-017-0146
10.1006/brcg.1997.0922
10.1097/WNR.0b013e328014204e
10.1016/j.biopsych.2019.01.024
10.3389/fninf.2011.00013
10.1371/journal.pone.0036568
10.1162/jocn_a_00371
10.1038/nrn843
10.3389/fpsyg.2013.00636
10.1002/(SICI)1097-0193(1997)5:3<206::AID-HBM5>3.0.CO;2-7
10.1073/pnas.1509323112
10.1016/0028-3932(95)00045-5
10.1101/cshperspect.a009621
10.3389/fpsyg.2013.00622
10.3389/fpsyg.2013.00134
10.1089/brain.2011.0050
10.1093/scan/nsr087
10.1073/pnas.1721414115
10.1016/j.neuron.2010.08.038
10.1038/nn.3153
10.1016/j.conb.2008.05.009
10.1017/S0272263109090275
10.1523/JNEUROSCI.4822-06.2007
10.1017/S0272263100004022
10.1038/srep37632
10.1093/cercor/bhh156
10.1038/nature03287
10.1093/cercor/bhw120
10.1016/j.cortex.2011.05.010
10.1002/mrm.1910350312
10.1038/35004582
10.1016/j.conb.2007.07.004
10.1162/jocn.2009.21229
10.1126/science.270.5234.305
10.1038/72140
10.3389/fnhum.2016.00178
10.1093/cercor/bhj088
10.2307/417694
10.1136/jnnp.2011.245811
10.1002/dev.20059
10.1523/JNEUROSCI.3578-12.2013
10.1016/j.neulet.2008.07.056
10.3389/fpsyg.2013.00606
10.1002/hbm.23045
10.1146/annurev.ne.09.030186.002041
10.1016/j.tics.2013.09.015
10.1016/j.jchemneu.2003.10.003
10.1016/j.humov.2008.08.001
10.1152/jn.00285.2020
10.1523/JNEUROSCI.2737-11.2011
10.1523/JNEUROSCI.17-11-04302.1997
10.1016/j.neuroimage.2011.05.078
10.1371/journal.pbio.1000157
10.1016/j.neuroimage.2015.06.022
10.1162/0898929042304796
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Keywords Neuroplasticity
Musical training
Sensorimotor learning
Functional connectivity
Sensitive periods
Language English
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PublicationCentury 2000
PublicationDate September 2021
2021-09-00
20210901
2021-09
2021-09-01
PublicationDateYYYYMMDD 2021-09-01
PublicationDate_xml – month: 09
  year: 2021
  text: September 2021
PublicationDecade 2020
PublicationPlace Amsterdam
PublicationPlace_xml – name: Amsterdam
PublicationTitle NeuroImage (Orlando, Fla.)
PublicationYear 2021
Publisher Elsevier Inc
Elsevier Limited
Elsevier
Publisher_xml – name: Elsevier Inc
– name: Elsevier Limited
– name: Elsevier
References Watanabe, Savion-Lemieux, Penhune (bib0101) 2007; 176
Cox (bib0018) 1996; 29
Kral (bib0053) 2013; 247
Merrett, Peretz, Wilson (bib0065) 2013; 4
Skoe, Kraus (bib0085) 2013; 4
van Vugt, Near, Hennessy, Doyon, Ostry (bib0098) 2020; 124
Bley-Vroman (bib0017) 2009; 31
Fauvel, Groussard, Chételat, Fouquet, Landeau, Eustache, Desgranges, Platel (bib0028) 2014; 90
Gärtner, Minnerop, Pieperhoff, Schleicher, Zilles, Altenmuller, Amunts (bib0031) 2013; 4
Morishita, Hensch (bib0068) 2008; 18
Han, Yang, Lv, Zhu, He, Tang, Gong, Luo, Zang, Dong (bib0038) 2009; 459
Pasupathy, Miller (bib0075) 2005; 433
Luo, Guo, Lai, Liao, Liu, Kendrick, Yao, Li (bib0062) 2012; 7
Wan, Schlaug (bib0100) 2010; 16
Damoiseaux, Rombouts, Barkhof, Scheltens, Stam, Smith, Beckmann (bib0020) 2006; 103
Wollman, Penhune, Segado, Carpentier, Zatorre (bib0105) 2018; 115
Penhune, de Villers-Sidani (bib0078) 2014; 8
Bengtsson, Nagy, Skare, Forsman, Forssberg, Ullén (bib0012) 2005; 8
Gauthier, Skudlarski, Gore, Anderson (bib0032) 2000; 3
Lahav, Saltzman, Schlaug (bib0057) 2007; 27
Palomar-García, Zatorre, Ventura-Campos, Bueichekú, Ávila (bib0074) 2016; 930
Lewis, Baldassarre, Committeri, Romani, Corbetta (bib0060) 2009; 106
Taubert, Lohmann, Margulies, Villringer, Ragert (bib0090) 2011; 57
van Vugt, Furuya, Vauth, Jabusch, Altenmüller (bib0097) 2014; 232
Di, Zhu, Jin, Wang, Ye, Zhou, Zhuo, Rao (bib0024) 2012; 2
Friston, Williams, Howard, Frackowiak, Turner (bib0029) 1996; 35
Serrien, Strens, Oliviero, Brown (bib0084) 2002; 328
Penhune (bib0077) 2011; 47
Zuo, Kelly, Adelstein, Klein, Castellanos, Milham (bib0108) 2010; 49
Jabusch, Alpers, Kopiez, Vauth, Altenmüller (bib0045) 2009; 28
Benoit, Ayoub, Rakic (bib0013) 2015; 112
Jäncke, Schlaug, Steinmetz (bib0048) 1997; 34
Marquand, Haak, Beckmann (bib0063) 2017; 1
Penhune (bib0079) 2020; 36
Bailey, Penhune (bib0006) 2013; 7
Lehéricy, Benali, Van de Moortele, Pélégrini-Issac, Waechter, Ugurbil, Doyon (bib0059) 2005; 102
Tanaka, Kirino (bib0089) 2016; 10
Herholz, Zatorre (bib0042) 2012; 76
James, Oechslin, Van De Ville, Hauert, Descloux, Lazeyras (bib0047) 2014; 219
Knudsen (bib0052) 2004; 16
Hensch (bib0041) 2005; 6
Wong, Gauthier (bib0104) 2010; 22
Klein, Liem, Hänggi, Elmer, Jäncke (bib0051) 2016; 37
Della-Maggiore, Villalta, Kovacevic, McIntosh (bib0022) 2017; 27
Alexander, DeLong, Strick (bib0002) 1986; 9
Kanwisher, McDermott, Chun (bib0050) 1997; 17
Groussard, Viader, Landeau, Desgranges, Eustache, Platel (bib0036) 2014; 90
Granert, Peller, Jabusch, Altenmuller, Siebner (bib0035) 2011; 82
Elbert, Pantev, Wienbruch, Rockstroh, Taub (bib0025) 1995; 270
Gaser, Schlaug (bib0030) 2003
Steele, Bailey, Zatorre, Penhune (bib0087) 2013; 33
Dahmen, King (bib0019) 2007; 17
Meyer, Elmer, Ringli, Oechslin, Baumann, Jäncke (bib0067) 2011; 34
Albert, Robertson, Miall (bib0001) 2009; 19
Menon (bib0064) 2013; 17
Behzadi, Restom, Liau, Liu (bib0011) 2007; 37
Seger, Spiering, Sares, Quraini, Alpeter, David, Thaut (bib0083) 2013; 25
Fagiolini, Hensch (bib0027) 2000; 404
Vaquero, Hartmann, Ripollés, Rojo, Sierpowska, François, Càmara, van Vugt, Mohammadi, Samii, Münte, Rodríguez-Fornells, Altenmüller (bib0099) 2016; 126
Lahav, Boulanger, Schlaug, Saltzman (bib0056) 2005; 1060
Bischof (bib0016) 2007; 18
Baer, Park, Bailey, Chakravarty, Li, Penhune (bib0004) 2015; 109
Postuma, Dagher (bib0080) 2006; 16
Taylor, Daneault, Grant, Scavone, Breton, Roffe-Vidal, Courtemanche, Lavarenne, Marrelec, Benali, Beauregard (bib0091) 2013; 8
Bangert, Peschel, Schlaug, Rotte, Drescher, Hinrichs, Heinze, Altenmüller (bib0009) 2006; 30
Bilalić, Langner, Erb, Grodd (bib0015) 2010; 139
Smith, Jenkinson, Woolrich, Beckmann, Behrens, Johansen-Berg, Bannister, De Luca, Drobnjak, Flitney, Niazy, Saunders, Vickers, Zhang, De Stefano, Brady, Matthews (bib0086) 2004; 23
Fareri, Gabard-Durnam, Goff, Flannery, Gee, Lumian, Caldera, Tottenham (bib0026) 2015; 118
Gorgolewski, Burns, Madison, Clark, Halchenko, Waskom, Ghosh (bib0033) 2011; 5
Yousry, Schmid, Alkadhi, Schmidt, Peraud, Buettner, Winkler (bib0106) 1997; 120
Supekar, Musen, Menon (bib0088) 2009; 7
Haber (bib0037) 2003; 26
Bailey, Zatorre, Penhune (bib0007) 2014; 26
Mesulam (bib0066) 1998; 121
Kuhl (bib0055) 2010; 67
Patkowski (bib0076) 1980; 30
van Vugt, Jabusch, Altenmüller (bib0096) 2013; 4
Jackson (bib0046) 2000; 76
Trainor (bib0093) 2005; 46
Jäncke (bib0049) 2009; 27
Kral, Tillein, Heid, Hartmann, Klinke (bib0054) 2005; 15
Hubel, Wiesel (bib0044) 1962; 160
Sato, Kirino, Tanaka (bib0081) 2015; 2015
Amunts, Schlaug, Jancke, Steinmetz, Schleicher, Dabringhaus, Zilles (bib0003) 1997; 5
DeKeyser (bib0021) 2000; 22
Hosoda, Furuya (bib0043) 2016; 6
Oyama (bib0073) 1976; 5
Schlaug, Jancke, Huang, Staiger, Steinmetz (bib0082) 1995; 33
Barber, Sarpal, John, Fales, Mostofsky, Malhotra, Karlsgodt, Lencz (bib0010) 2019; 85
Bailey, Penhune (bib0005) 2010; 204
Baliki, Petre, Torbey, Herrmann, Huang, Schnitzer, Fields, Apkarian (bib0008) 2012; 15
Osnes, Hugdahl, Hjelmervik, Specht (bib0072) 2012; 121
Wesseldijk, Mosing, Ullén (bib0102) 2021; 32
Lanciego, Luquin, Obeso (bib0058) 2012; 2
Haxby, Grady, Horwitz, Ungerleider, Mishkin, Carson, Herscovitch, Schapiro, Rapoport (bib0040) 1991; 88
Muayqil, Davies-Thompson, Barton (bib0069) 2015; 69
Di Martino, Scheres, Margulies, Kelly, Uddin, Shehzad, Biswal, Walters, Castellanos, Milham (bib0023) 2008; 18
Grahn, Rowe (bib0034) 2009; 29
Tricomi, Balleine, O'Doherty (bib0094) 2009; 29
Nakada, Fujii, Suzuki, Kwee (bib0071) 1998; 9
Vahdat, Darainy, Milner, Ostry (bib0095) 2011; 31
Luders, Gaser, Jancke, Schlaug (bib0061) 2004; 22
Zatorre, Chen, Penhune (bib0107) 2007; 8
Bernardi, Van Vugt, Valle-Mena, Vahdat, Ostry (bib0014) 2018; 30
Wiesel, Hubel (bib0103) 1963; 26
Tillmann, Koelsch, Escoffier, Bigand, Lalitte, Friederici, Cramon, von (bib0092) 2006; 31
Harley, Pope, Villablanca, Mumford, Suh, Mazziotta, Enzmann, Engel (bib0039) 2009; 19
Münte, Altenmüller, Jäncke (bib0070) 2002; 3
van Vugt (10.1016/j.neuroimage.2021.118251_bib0097) 2014; 232
Morishita (10.1016/j.neuroimage.2021.118251_bib0068) 2008; 18
Cox (10.1016/j.neuroimage.2021.118251_bib0018) 1996; 29
Wiesel (10.1016/j.neuroimage.2021.118251_bib0103) 1963; 26
Bailey (10.1016/j.neuroimage.2021.118251_bib0006) 2013; 7
Luo (10.1016/j.neuroimage.2021.118251_bib0062) 2012; 7
Vahdat (10.1016/j.neuroimage.2021.118251_bib0095) 2011; 31
Elbert (10.1016/j.neuroimage.2021.118251_bib0025) 1995; 270
Supekar (10.1016/j.neuroimage.2021.118251_bib0088) 2009; 7
DeKeyser (10.1016/j.neuroimage.2021.118251_bib0021) 2000; 22
Friston (10.1016/j.neuroimage.2021.118251_bib0029) 1996; 35
Gorgolewski (10.1016/j.neuroimage.2021.118251_bib0033) 2011; 5
Muayqil (10.1016/j.neuroimage.2021.118251_bib0069) 2015; 69
Amunts (10.1016/j.neuroimage.2021.118251_bib0003) 1997; 5
Klein (10.1016/j.neuroimage.2021.118251_bib0051) 2016; 37
Knudsen (10.1016/j.neuroimage.2021.118251_bib0052) 2004; 16
Smith (10.1016/j.neuroimage.2021.118251_bib0086) 2004; 23
Jäncke (10.1016/j.neuroimage.2021.118251_bib0049) 2009; 27
Trainor (10.1016/j.neuroimage.2021.118251_bib0093) 2005; 46
Baliki (10.1016/j.neuroimage.2021.118251_bib0008) 2012; 15
Haber (10.1016/j.neuroimage.2021.118251_bib0037) 2003; 26
Serrien (10.1016/j.neuroimage.2021.118251_bib0084) 2002; 328
Steele (10.1016/j.neuroimage.2021.118251_bib0087) 2013; 33
Albert (10.1016/j.neuroimage.2021.118251_bib0001) 2009; 19
Luders (10.1016/j.neuroimage.2021.118251_bib0061) 2004; 22
Oyama (10.1016/j.neuroimage.2021.118251_bib0073) 1976; 5
Jabusch (10.1016/j.neuroimage.2021.118251_bib0045) 2009; 28
Kanwisher (10.1016/j.neuroimage.2021.118251_bib0050) 1997; 17
Taubert (10.1016/j.neuroimage.2021.118251_bib0090) 2011; 57
Bangert (10.1016/j.neuroimage.2021.118251_bib0009) 2006; 30
Osnes (10.1016/j.neuroimage.2021.118251_bib0072) 2012; 121
Jäncke (10.1016/j.neuroimage.2021.118251_bib0048) 1997; 34
Damoiseaux (10.1016/j.neuroimage.2021.118251_bib0020) 2006; 103
Gaser (10.1016/j.neuroimage.2021.118251_bib0030) 2003
Alexander (10.1016/j.neuroimage.2021.118251_bib0002) 1986; 9
Menon (10.1016/j.neuroimage.2021.118251_bib0064) 2013; 17
Tricomi (10.1016/j.neuroimage.2021.118251_bib0094) 2009; 29
Wesseldijk (10.1016/j.neuroimage.2021.118251_bib0102) 2021; 32
Della-Maggiore (10.1016/j.neuroimage.2021.118251_bib0022) 2017; 27
Fauvel (10.1016/j.neuroimage.2021.118251_bib0028) 2014; 90
Dahmen (10.1016/j.neuroimage.2021.118251_bib0019) 2007; 17
Gauthier (10.1016/j.neuroimage.2021.118251_bib0032) 2000; 3
Bengtsson (10.1016/j.neuroimage.2021.118251_bib0012) 2005; 8
Marquand (10.1016/j.neuroimage.2021.118251_bib0063) 2017; 1
Penhune (10.1016/j.neuroimage.2021.118251_bib0079) 2020; 36
Fareri (10.1016/j.neuroimage.2021.118251_bib0026) 2015; 118
Jackson (10.1016/j.neuroimage.2021.118251_bib0046) 2000; 76
Pasupathy (10.1016/j.neuroimage.2021.118251_bib0075) 2005; 433
Granert (10.1016/j.neuroimage.2021.118251_bib0035) 2011; 82
Watanabe (10.1016/j.neuroimage.2021.118251_bib0101) 2007; 176
Kral (10.1016/j.neuroimage.2021.118251_bib0053) 2013; 247
Kuhl (10.1016/j.neuroimage.2021.118251_bib0055) 2010; 67
Di (10.1016/j.neuroimage.2021.118251_bib0024) 2012; 2
Bischof (10.1016/j.neuroimage.2021.118251_bib0016) 2007; 18
Lahav (10.1016/j.neuroimage.2021.118251_bib0057) 2007; 27
Yousry (10.1016/j.neuroimage.2021.118251_bib0106) 1997; 120
Münte (10.1016/j.neuroimage.2021.118251_bib0070) 2002; 3
Di Martino (10.1016/j.neuroimage.2021.118251_bib0023) 2008; 18
Han (10.1016/j.neuroimage.2021.118251_bib0038) 2009; 459
Merrett (10.1016/j.neuroimage.2021.118251_bib0065) 2013; 4
Meyer (10.1016/j.neuroimage.2021.118251_bib0067) 2011; 34
Tillmann (10.1016/j.neuroimage.2021.118251_bib0092) 2006; 31
Zuo (10.1016/j.neuroimage.2021.118251_bib0108) 2010; 49
Bley-Vroman (10.1016/j.neuroimage.2021.118251_bib0017) 2009; 31
van Vugt (10.1016/j.neuroimage.2021.118251_bib0098) 2020; 124
Bailey (10.1016/j.neuroimage.2021.118251_bib0005) 2010; 204
Lahav (10.1016/j.neuroimage.2021.118251_bib0056) 2005; 1060
Palomar-García (10.1016/j.neuroimage.2021.118251_bib0074) 2016; 930
Harley (10.1016/j.neuroimage.2021.118251_bib0039) 2009; 19
Lanciego (10.1016/j.neuroimage.2021.118251_bib0058) 2012; 2
Baer (10.1016/j.neuroimage.2021.118251_bib0004) 2015; 109
Bernardi (10.1016/j.neuroimage.2021.118251_bib0014) 2018; 30
Wong (10.1016/j.neuroimage.2021.118251_bib0104) 2010; 22
Nakada (10.1016/j.neuroimage.2021.118251_bib0071) 1998; 9
Zatorre (10.1016/j.neuroimage.2021.118251_bib0107) 2007; 8
Sato (10.1016/j.neuroimage.2021.118251_bib0081) 2015; 2015
van Vugt (10.1016/j.neuroimage.2021.118251_bib0096) 2013; 4
Lewis (10.1016/j.neuroimage.2021.118251_bib0060) 2009; 106
Kral (10.1016/j.neuroimage.2021.118251_bib0054) 2005; 15
Bailey (10.1016/j.neuroimage.2021.118251_bib0007) 2014; 26
Hosoda (10.1016/j.neuroimage.2021.118251_bib0043) 2016; 6
Mesulam (10.1016/j.neuroimage.2021.118251_bib0066) 1998; 121
Herholz (10.1016/j.neuroimage.2021.118251_bib0042) 2012; 76
Patkowski (10.1016/j.neuroimage.2021.118251_bib0076) 1980; 30
Tanaka (10.1016/j.neuroimage.2021.118251_bib0089) 2016; 10
Grahn (10.1016/j.neuroimage.2021.118251_bib0034) 2009; 29
Hubel (10.1016/j.neuroimage.2021.118251_bib0044) 1962; 160
Penhune (10.1016/j.neuroimage.2021.118251_bib0077) 2011; 47
Skoe (10.1016/j.neuroimage.2021.118251_bib0085) 2013; 4
Penhune (10.1016/j.neuroimage.2021.118251_bib0078) 2014; 8
Haxby (10.1016/j.neuroimage.2021.118251_bib0040) 1991; 88
Fagiolini (10.1016/j.neuroimage.2021.118251_bib0027) 2000; 404
Barber (10.1016/j.neuroimage.2021.118251_bib0010) 2019; 85
Lehéricy (10.1016/j.neuroimage.2021.118251_bib0059) 2005; 102
Postuma (10.1016/j.neuroimage.2021.118251_bib0080) 2006; 16
Bilalić (10.1016/j.neuroimage.2021.118251_bib0015) 2010; 139
Behzadi (10.1016/j.neuroimage.2021.118251_bib0011) 2007; 37
Vaquero (10.1016/j.neuroimage.2021.118251_bib0099) 2016; 126
Gärtner (10.1016/j.neuroimage.2021.118251_bib0031) 2013; 4
Wan (10.1016/j.neuroimage.2021.118251_bib0100) 2010; 16
Seger (10.1016/j.neuroimage.2021.118251_bib0083) 2013; 25
Wollman (10.1016/j.neuroimage.2021.118251_bib0105) 2018; 115
Benoit (10.1016/j.neuroimage.2021.118251_bib0013) 2015; 112
James (10.1016/j.neuroimage.2021.118251_bib0047) 2014; 219
Groussard (10.1016/j.neuroimage.2021.118251_bib0036) 2014; 90
Hensch (10.1016/j.neuroimage.2021.118251_bib0041) 2005; 6
Taylor (10.1016/j.neuroimage.2021.118251_bib0091) 2013; 8
Schlaug (10.1016/j.neuroimage.2021.118251_bib0082) 1995; 33
References_xml – volume: 26
  start-page: 317
  year: 2003
  end-page: 330
  ident: bib0037
  article-title: The primate basal ganglia: parallel and integrative networks
  publication-title: J. Chem. Neuroanat.
– volume: 90
  start-page: 179
  year: 2014
  end-page: 188
  ident: bib0028
  article-title: Morphological brain plasticity induced by musical expertise is accompanied by modulation of functional connectivity at rest
  publication-title: Neuroimage
– volume: 8
  year: 2014
  ident: bib0078
  article-title: Time for new thinking about sensitive periods
  publication-title: Front. Syst. Neurosci.
– volume: 204
  start-page: 91
  year: 2010
  end-page: 101
  ident: bib0005
  article-title: Rhythm synchronization performance and auditory working memory in early- and late-trained musicians
  publication-title: Exp. Brain Res.
– volume: 27
  start-page: 308
  year: 2007
  end-page: 314
  ident: bib0057
  article-title: Action representation of sound: audiomotor recognition network while listening to newly acquired actions
  publication-title: J. Neurosci.
– volume: 3
  start-page: 473
  year: 2002
  end-page: 478
  ident: bib0070
  article-title: The musician's brain as a model of neuroplasticity
  publication-title: Nat. Rev. Neurosci.
– volume: 32
  start-page: 3
  year: 2021
  end-page: 13
  ident: bib0102
  article-title: Why is an early start of training related to musical skills in adulthood? A genetically informative study
  publication-title: Psychol. Sci.
– volume: 2015
  year: 2015
  ident: bib0081
  article-title: A voxel-based morphometry study of the brain of university students majoring in music and nonmusic disciplines
  publication-title: Behav. Neurol.
– volume: 47
  start-page: 1126
  year: 2011
  end-page: 1137
  ident: bib0077
  article-title: Sensitive periods in human development: evidence from musical training
  publication-title: Cortex
– volume: 7
  start-page: e36568
  year: 2012
  ident: bib0062
  article-title: Musical training induces functional plasticity in perceptual and motor networks: insights from resting-state fMRI
  publication-title: PLoS One
– volume: 121
  start-page: 65
  year: 2012
  end-page: 69
  ident: bib0072
  article-title: Stimulus expectancy modulates inferior frontal gyrus and premotor cortex activity in auditory perception
  publication-title: Brain Lang.
– volume: 34
  start-page: 755
  year: 2011
  end-page: 765
  ident: bib0067
  article-title: Long-term exposure to music enhances the sensitivity of the auditory system in children
  publication-title: Eur. J. Neurosci.
– volume: 37
  start-page: 90
  year: 2007
  end-page: 101
  ident: bib0011
  article-title: A component based noise correction method (CompCor) for BOLD and perfusion based fMRI
  publication-title: Neuroimage
– volume: 6
  start-page: 37632
  year: 2016
  ident: bib0043
  article-title: Shared somatosensory and motor functions in musicians
  publication-title: Sci. Rep.
– volume: 328
  start-page: 89
  year: 2002
  end-page: 92
  ident: bib0084
  article-title: Repetitive transcranial magnetic stimulation of the supplementary motor area (SMA) degrades bimanual movement control in humans
  publication-title: Neurosci. Lett.
– volume: 2
  year: 2012
  ident: bib0058
  article-title: Functional neuroanatomy of the basal ganglia
  publication-title: Cold Spring Harb. Perspect. Med.
– volume: 16
  start-page: 1412
  year: 2004
  end-page: 1425
  ident: bib0052
  article-title: Sensitive periods in the development of the brain and behavior
  publication-title: J. Cogn. Neurosci.
– volume: 27
  start-page: 1748
  year: 2017
  end-page: 1757
  ident: bib0022
  article-title: Functional evidence for memory stabilization in sensorimotor adaptation: a 24-h resting-state fMRI study
  publication-title: Cereb. Cortex
– volume: 29
  start-page: 2225
  year: 2009
  end-page: 2232
  ident: bib0094
  article-title: A specific role for posterior dorsolateral striatum in human habit learning
  publication-title: Eur. J. Neurosci.
– volume: 8
  start-page: 1148
  year: 2005
  end-page: 1150
  ident: bib0012
  article-title: Extensive piano practicing has regionally specific effects on white matter development
  publication-title: Nat. Neurosci.
– volume: 30
  start-page: 449
  year: 1980
  end-page: 468
  ident: bib0076
  article-title: The sensitive period for the acquisition of syntax in a second language 1
  publication-title: Lang. Learn.
– volume: 17
  start-page: 456
  year: 2007
  end-page: 464
  ident: bib0019
  article-title: Learning to hear: plasticity of auditory cortical processing
  publication-title: Curr. Opin. Neurobiol.
– volume: 112
  start-page: 8094
  year: 2015
  end-page: 8099
  ident: bib0013
  article-title: Transcriptomics of critical period of visual cortical plasticity in mice
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
– volume: 404
  start-page: 183
  year: 2000
  end-page: 186
  ident: bib0027
  article-title: Inhibitory threshold for critical-period activation in primary visual cortex
  publication-title: Nature
– volume: 160
  start-page: 106
  year: 1962
  end-page: 154
  ident: bib0044
  article-title: Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
  publication-title: J. Physiol.
– volume: 33
  start-page: 1047
  year: 1995
  end-page: 1055
  ident: bib0082
  article-title: Increased corpus callosum size in musicians
  publication-title: Neuropsychologia
– volume: 4
  start-page: 622
  year: 2013
  ident: bib0085
  article-title: Musical training heightens auditory brainstem function during sensitive periods in development
  publication-title: Front. Psychol.
– volume: 124
  start-page: 1615
  year: 2020
  end-page: 1624
  ident: bib0098
  article-title: Early stages of sensorimotor map acquisition: neurochemical signature in primary motor cortex and its relation to functional connectivity
  publication-title: J. Neurophysiol.
– volume: 15
  start-page: 1117
  year: 2012
  end-page: 1119
  ident: bib0008
  article-title: Corticostriatal functional connectivity predicts transition to chronic back pain
  publication-title: Nat. Neurosci.
– volume: 30
  start-page: 1883
  year: 2018
  end-page: 1901
  ident: bib0014
  article-title: Error-related persistence of motor activity in resting-state networks
  publication-title: J. Cogn. Neurosci.
– volume: 27
  start-page: 521
  year: 2009
  end-page: 538
  ident: bib0049
  article-title: The plastic human brain
  publication-title: Restor. Neurol. Neurosci.
– volume: 18
  start-page: 101
  year: 2008
  end-page: 107
  ident: bib0068
  article-title: Critical period revisited: impact on vision
  publication-title: Curr. Opin. Neurobiol.
– volume: 120
  start-page: 141
  year: 1997
  end-page: 157
  ident: bib0106
  article-title: Localization of the motor hand area to a knob on the precentral gyrus. A new landmark
  publication-title: Brain: J. Neurol.
– volume: 115
  start-page: E6056
  year: 2018
  end-page: E6064
  ident: bib0105
  article-title: Neural network retuning and neural predictors of learning success associated with cello training
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
– volume: 90
  start-page: 174
  year: 2014
  end-page: 180
  ident: bib0036
  article-title: The effects of musical practice on structural plasticity: the dynamics of grey matter changes
  publication-title: Brain Cogn.
– start-page: 1
  year: 2003
  end-page: 6
  ident: bib0030
  article-title: Brain structures differ between musicians and non-musicians
  publication-title: J. Neurosci.
– volume: 2
  start-page: 225
  year: 2012
  end-page: 233
  ident: bib0024
  article-title: Altered resting brain function and structure in professional badminton players
  publication-title: Brain Connect.
– volume: 23
  start-page: S208
  year: 2004
  end-page: S219
  ident: bib0086
  article-title: Advances in functional and structural MR image analysis and implementation as FSL
  publication-title: Neuroimage
– volume: 4
  start-page: 606
  year: 2013
  ident: bib0065
  article-title: Moderating variables of music training-induced neuroplasticity: a review and discussion
  publication-title: Front. Psychol.
– volume: 29
  start-page: 162
  year: 1996
  end-page: 173
  ident: bib0018
  article-title: AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
  publication-title: Comput. Biomed. Res.
– volume: 18
  start-page: 461
  year: 2007
  end-page: 465
  ident: bib0016
  article-title: Behavioral and neuronal aspects of developmental sensitive periods
  publication-title: Neuroreport
– volume: 433
  start-page: 873
  year: 2005
  end-page: 876
  ident: bib0075
  article-title: Different time courses of learning-related activity in the prefrontal cortex and striatum
  publication-title: Nature
– volume: 126
  start-page: 106
  year: 2016
  end-page: 119
  ident: bib0099
  article-title: Structural neuroplasticity in expert pianists depends on the age of musical training onset
  publication-title: Neuroimage
– volume: 102
  start-page: 12566
  year: 2005
  end-page: 12571
  ident: bib0059
  article-title: Distinct basal ganglia territories are engaged in early and advanced motor sequence learning
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 17
  start-page: 627
  year: 2013
  end-page: 640
  ident: bib0064
  article-title: Developmental pathways to functional brain networks: emerging principles
  publication-title: Trends Cogn. Sci.
– volume: 46
  start-page: 262
  year: 2005
  end-page: 278
  ident: bib0093
  article-title: Are there critical periods for musical development?
  publication-title: Dev. Psychobiol.
– volume: 6
  start-page: 877
  year: 2005
  end-page: 888
  ident: bib0041
  article-title: Critical period plasticity in local cortical circuits
  publication-title: Nat. Rev. Neurosci.
– volume: 82
  start-page: 1225
  year: 2011
  end-page: 1231
  ident: bib0035
  article-title: Sensorimotor skills and focal dystonia are linked to putaminal grey-matter volume in pianists
  publication-title: J. Neurol. Neurosurg. Psychiatry
– volume: 109
  start-page: 130
  year: 2015
  end-page: 139
  ident: bib0004
  article-title: Regional cerebellar volumes are related to early musical training and finger tapping performance
  publication-title: Neuroimage
– volume: 176
  start-page: 332
  year: 2007
  end-page: 340
  ident: bib0101
  article-title: The effect of early musical training on adult motor performance: evidence for a sensitive period in motor learning
  publication-title: Exp. Brain Res.
– volume: 18
  start-page: 2735
  year: 2008
  end-page: 2747
  ident: bib0023
  article-title: Functional connectivity of human striatum: a resting state FMRI study
  publication-title: Cereb. Cortex
– volume: 103
  start-page: 13848
  year: 2006
  end-page: 13853
  ident: bib0020
  article-title: Consistent resting-state networks across healthy subjects
  publication-title: Proc. Natl. Acad. Sci.
– volume: 121
  start-page: 1013
  year: 1998
  end-page: 1052
  ident: bib0066
  article-title: From sensation to cognition
  publication-title: Brain
– volume: 10
  year: 2016
  ident: bib0089
  article-title: Functional connectivity of the dorsal striatum in female musicians
  publication-title: Front. Hum. Neurosci.
– volume: 35
  start-page: 346
  year: 1996
  end-page: 355
  ident: bib0029
  article-title: Movement-related effects in fMRI time-series
  publication-title: Magn. Reson. Med.
– volume: 1
  start-page: 0146
  year: 2017
  end-page: 0149
  ident: bib0063
  article-title: Functional corticostriatal connection topographies predict goal directed behaviour in humans
  publication-title: Nat. Hum. Behav.
– volume: 930
  start-page: bhw120
  year: 2016
  ident: bib0074
  article-title: Modulation of functional connectivity in auditory–motor networks in musicians compared with nonmusicians
  publication-title: Cereb. Cortex
– volume: 76
  start-page: 478
  year: 2000
  ident: bib0046
  article-title: Second language acquisition and the critical period hypothesis
  publication-title: Language
– volume: 69
  start-page: 232
  year: 2015
  end-page: 241
  ident: bib0069
  article-title: Representation of visual symbols in the visual word processing network
  publication-title: Neuropsychologia
– volume: 30
  start-page: 917
  year: 2006
  end-page: 926
  ident: bib0009
  article-title: Shared networks for auditory and motor processing in professional pianists: evidence from fMRI conjunction
  publication-title: Neuroimage
– volume: 88
  start-page: 1621
  year: 1991
  end-page: 1625
  ident: bib0040
  article-title: Dissociation of object and spatial visual processing pathways in human extrastriate cortex
  publication-title: Proc. Natl. Acad. Sci.
– volume: 270
  start-page: 305
  year: 1995
  end-page: 307
  ident: bib0025
  article-title: Increased cortical representation of the fingers of the left hand in string players
  publication-title: Science
– volume: 22
  start-page: 656
  year: 2004
  end-page: 664
  ident: bib0061
  article-title: A voxel-based approach to gray matter asymmetries
  publication-title: Neuroimage
– volume: 1060
  start-page: 189
  year: 2005
  end-page: 194
  ident: bib0056
  article-title: The power of listening: auditory-motor interactions in musical training
  publication-title: Ann. N. Y. Acad. Sci.
– volume: 17
  start-page: 4302
  year: 1997
  end-page: 4311
  ident: bib0050
  article-title: The fusiform face area: a module in human extrastriate cor-tex specialized for face perception
  publication-title: J. Neurosci.
– volume: 5
  start-page: 261
  year: 1976
  end-page: 283
  ident: bib0073
  article-title: A sensitive period for the acquisition of a nonnative phonological system
  publication-title: J. Psycholinguist. Res.
– volume: 31
  start-page: 175
  year: 2009
  end-page: 198
  ident: bib0017
  article-title: The evolving context of the fundamental difference hypothesis
  publication-title: Stud. Second Lang. Acquis.
– volume: 67
  start-page: 713
  year: 2010
  end-page: 727
  ident: bib0055
  article-title: Brain mechanisms in early language acquisition
  publication-title: Neuron
– volume: 4
  start-page: 636
  year: 2013
  ident: bib0031
  article-title: Brain morphometry shows effects of long-term musical practice in middle-aged keyboard players
  publication-title: Front. Psychol.
– volume: 22
  start-page: 695
  year: 2010
  end-page: 713
  ident: bib0104
  article-title: A multimodal neural network recruited by expertise with musical notation
  publication-title: J. Cogn. Neurosci.
– volume: 26
  start-page: 1003
  year: 1963
  end-page: 1017
  ident: bib0103
  article-title: Single-cell responses in striate cortex of kittens deprived of vision in one eye
  publication-title: J. Neurophysiol.
– volume: 31
  start-page: 1771
  year: 2006
  end-page: 1782
  ident: bib0092
  article-title: Cognitive priming in sung and instrumental music: activation of inferior frontal cortex
  publication-title: Neuroimage
– volume: 15
  start-page: 552
  year: 2005
  end-page: 562
  ident: bib0054
  article-title: Postnatal cortical development in congenital auditory deprivation
  publication-title: Cereb. Cortex
– volume: 5
  start-page: 206
  year: 1997
  end-page: 215
  ident: bib0003
  article-title: Motor cortex and hand motor skills: structural compliance in the human brain
  publication-title: Hum. Brain Mapp.
– volume: 139
  start-page: 728
  year: 2010
  end-page: 742
  ident: bib0015
  article-title: Mechanisms and neural basis of object and pattern recognition: a study with chess experts
  publication-title: J. Exp. Psychol. Gen.
– volume: 28
  start-page: 74
  year: 2009
  end-page: 84
  ident: bib0045
  article-title: The influence of practice on the development of motor skills in pianists: a longitudinal study in a selected motor task
  publication-title: Hum. Mov. Sci.
– volume: 8
  start-page: 547
  year: 2007
  end-page: 558
  ident: bib0107
  article-title: When the brain plays music: auditory-motor interactions in music perception and production
  publication-title: Nat. Rev. Neurosci.
– volume: 85
  start-page: 966
  year: 2019
  end-page: 976
  ident: bib0010
  article-title: Age-normative pathways of striatal connectivity related to clinical symptoms in the general population
  publication-title: Biol. Psychiatry
– volume: 7
  start-page: 227
  year: 2013
  ident: bib0006
  article-title: The relationship between the age of onset of musical training and rhythm synchronization performance: validation of sensitive period effects
  publication-title: Front. Neurosci.
– volume: 37
  start-page: 536
  year: 2016
  end-page: 546
  ident: bib0051
  article-title: The “silent” imprint of musical training
  publication-title: Hum. Brain Mapp.
– volume: 7
  year: 2009
  ident: bib0088
  article-title: Development of large-scale functional brain networks in children
  publication-title: PLoS Biol.
– volume: 8
  start-page: 4
  year: 2013
  end-page: 14
  ident: bib0091
  article-title: Impact of meditation training on the default mode network during a restful state
  publication-title: Soc. Cogn. Affect. Neurosci.
– volume: 106
  start-page: 17558
  year: 2009
  end-page: 17563
  ident: bib0060
  article-title: Learning sculpts the spontaneous activity of the resting human brain
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
– volume: 3
  start-page: 191
  year: 2000
  end-page: 197
  ident: bib0032
  article-title: Expertise for cars and birds recruits brain areas involved in face recognition
  publication-title: Nat. Neurosci.
– volume: 16
  start-page: 1508
  year: 2006
  end-page: 1521
  ident: bib0080
  article-title: Basal ganglia functional connectivity based on a meta-analysis of 126 positron emission tomography and functional magnetic resonance imaging publications
  publication-title: Cereb. Cortex
– volume: 9
  start-page: 3853
  year: 1998
  end-page: 3856
  ident: bib0071
  article-title: ‘Musical brain’ revealed by high-field (3 Tesla) functional MRI
  publication-title: Neuroreport
– volume: 16
  start-page: 566
  year: 2010
  end-page: 577
  ident: bib0100
  article-title: Music making as a tool for promoting brain plasticity across the life span
  publication-title: Neuroscientist
– volume: 25
  start-page: 1062
  year: 2013
  end-page: 1077
  ident: bib0083
  article-title: Corticostriatal contributions to musical expectancy perception
  publication-title: J. Cogn. Neurosci.
– volume: 22
  start-page: 499
  year: 2000
  end-page: 533
  ident: bib0021
  article-title: The robustness of critical period effects in second language acquisition
  publication-title: Stud. Second Lang. Acquis.
– volume: 5
  start-page: 13
  year: 2011
  ident: bib0033
  article-title: Nipype: a flexible, lightweight and extensible neuroimaging data processing framework in python
  publication-title: Front. Neuroinform.
– volume: 57
  start-page: 1492
  year: 2011
  end-page: 1498
  ident: bib0090
  article-title: Long-term effects of motor training on resting-state networks and underlying brain structure
  publication-title: Neuroimage
– volume: 247
  start-page: 117
  year: 2013
  end-page: 133
  ident: bib0053
  article-title: Auditory critical periods: a review from system's perspective
  publication-title: Neuroscience
– volume: 49
  start-page: 2163
  year: 2010
  end-page: 2177
  ident: bib0108
  article-title: Reliable intrinsic connectivity networks: test–retest evaluation using ICA and dual regression approach
  publication-title: Neuroimage
– volume: 459
  start-page: 3
  year: 2009
  end-page: 6
  ident: bib0038
  article-title: Gray matter density and white matter integrity in pianists' brain: a combined structural and diffusion tensor MRI study
  publication-title: Neurosci. Lett.
– volume: 29
  start-page: 7540
  year: 2009
  end-page: 7548
  ident: bib0034
  article-title: Feeling the beat: premotor and striatal interactions in musicians and nonmusicians during beat perception
  publication-title: J. Neurosci.
– volume: 232
  start-page: 3555
  year: 2014
  end-page: 3567
  ident: bib0097
  article-title: Playing beautifully when you have to be fast: spatial and temporal symmetries of movement patterns in skilled piano performance at different tempi
  publication-title: Exp. Brain Res.
– volume: 219
  start-page: 353
  year: 2014
  end-page: 366
  ident: bib0047
  article-title: Musical training intensity yields opposite effects on grey matter density in cognitive versus sensorimotor networks
  publication-title: Brain Struct. Funct.
– volume: 9
  start-page: 357
  year: 1986
  end-page: 381
  ident: bib0002
  article-title: Parallel organization of functionally segregated circuits linking basal ganglia and cortex
  publication-title: Annu. Rev. Neurosci.
– volume: 118
  start-page: 422
  year: 2015
  end-page: 437
  ident: bib0026
  article-title: Normative development of ventral striatal resting state connectivity in humans
  publication-title: Neuroimage
– volume: 4
  start-page: 134
  year: 2013
  ident: bib0096
  article-title: Individuality that is unheard of: systematic temporal deviations in scale playing leave an inaudible pianistic fingerprint
  publication-title: Front. Psychol.
– volume: 36
  start-page: 13
  year: 2020
  end-page: 22
  ident: bib0079
  article-title: A gene-maturation-environment model for understanding sensitive period effects in musical training
  publication-title: Curr. Opin. Behav. Neurosci.
– volume: 33
  start-page: 1282
  year: 2013
  end-page: 1290
  ident: bib0087
  article-title: Early musical training and white-matter plasticity in the corpus callosum: evidence for a sensitive period
  publication-title: J. Neurosci.
– volume: 31
  start-page: 16907
  year: 2011
  end-page: 16915
  ident: bib0095
  article-title: Functionally specific changes in resting-state sensorimotor networks after motor learning
  publication-title: J. Neurosci.
– volume: 76
  start-page: 486
  year: 2012
  end-page: 502
  ident: bib0042
  article-title: Musical training as a framework for brain plasticity: behavior, function, and structure
  publication-title: Neuron
– volume: 19
  start-page: 1023
  year: 2009
  end-page: 1027
  ident: bib0001
  article-title: The resting human brain and motor learning
  publication-title: Curr. Biol.
– volume: 19
  start-page: 2746
  year: 2009
  end-page: 2754
  ident: bib0039
  article-title: Engagement of fusiform cortex and disengagement of lateral occipital cortex in the acquisition of radiological expertise
  publication-title: Cereb. Cortex
– volume: 34
  start-page: 424
  year: 1997
  end-page: 432
  ident: bib0048
  article-title: Hand skill asymmetry in professional musicians
  publication-title: Brain Cogn.
– volume: 26
  start-page: 755
  year: 2014
  end-page: 767
  ident: bib0007
  article-title: Early musical training is linked to gray matter structure in the ventral premotor cortex and auditory–motor rhythm synchronization performance
  publication-title: J. Cogn. Neurosci.
– volume: 204
  start-page: 91
  issue: 1
  year: 2010
  ident: 10.1016/j.neuroimage.2021.118251_bib0005
  article-title: Rhythm synchronization performance and auditory working memory in early- and late-trained musicians
  publication-title: Exp. Brain Res.
  doi: 10.1007/s00221-010-2299-y
– volume: 19
  start-page: 1023
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0001
  article-title: The resting human brain and motor learning
  publication-title: Curr. Biol.
  doi: 10.1016/j.cub.2009.04.028
– volume: 103
  start-page: 13848
  year: 2006
  ident: 10.1016/j.neuroimage.2021.118251_bib0020
  article-title: Consistent resting-state networks across healthy subjects
  publication-title: Proc. Natl. Acad. Sci.
  doi: 10.1073/pnas.0601417103
– volume: 219
  start-page: 353
  year: 2014
  ident: 10.1016/j.neuroimage.2021.118251_bib0047
  article-title: Musical training intensity yields opposite effects on grey matter density in cognitive versus sensorimotor networks
  publication-title: Brain Struct. Funct.
  doi: 10.1007/s00429-013-0504-z
– volume: 23
  start-page: S208
  issue: Suppl 1
  year: 2004
  ident: 10.1016/j.neuroimage.2021.118251_bib0086
  article-title: Advances in functional and structural MR image analysis and implementation as FSL
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2004.07.051
– volume: 126
  start-page: 106
  year: 2016
  ident: 10.1016/j.neuroimage.2021.118251_bib0099
  article-title: Structural neuroplasticity in expert pianists depends on the age of musical training onset
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2015.11.008
– volume: 176
  start-page: 332
  year: 2007
  ident: 10.1016/j.neuroimage.2021.118251_bib0101
  article-title: The effect of early musical training on adult motor performance: evidence for a sensitive period in motor learning
  publication-title: Exp. Brain Res.
  doi: 10.1007/s00221-006-0619-z
– volume: 37
  start-page: 90
  year: 2007
  ident: 10.1016/j.neuroimage.2021.118251_bib0011
  article-title: A component based noise correction method (CompCor) for BOLD and perfusion based fMRI
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2007.04.042
– volume: 22
  start-page: 656
  year: 2004
  ident: 10.1016/j.neuroimage.2021.118251_bib0061
  article-title: A voxel-based approach to gray matter asymmetries
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2004.01.032
– volume: 26
  start-page: 755
  year: 2014
  ident: 10.1016/j.neuroimage.2021.118251_bib0007
  article-title: Early musical training is linked to gray matter structure in the ventral premotor cortex and auditory–motor rhythm synchronization performance
  publication-title: J. Cogn. Neurosci.
  doi: 10.1162/jocn_a_00527
– volume: 88
  start-page: 1621
  year: 1991
  ident: 10.1016/j.neuroimage.2021.118251_bib0040
  article-title: Dissociation of object and spatial visual processing pathways in human extrastriate cortex
  publication-title: Proc. Natl. Acad. Sci.
  doi: 10.1073/pnas.88.5.1621
– volume: 8
  start-page: 547
  issue: 7
  year: 2007
  ident: 10.1016/j.neuroimage.2021.118251_bib0107
  article-title: When the brain plays music: auditory-motor interactions in music perception and production
  publication-title: Nat. Rev. Neurosci.
  doi: 10.1038/nrn2152
– volume: 247
  start-page: 117
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0053
  article-title: Auditory critical periods: a review from system's perspective
  publication-title: Neuroscience
  doi: 10.1016/j.neuroscience.2013.05.021
– volume: 7
  start-page: 227
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0006
  article-title: The relationship between the age of onset of musical training and rhythm synchronization performance: validation of sensitive period effects
  publication-title: Front. Neurosci.
  doi: 10.3389/fnins.2013.00227
– volume: 1060
  start-page: 189
  year: 2005
  ident: 10.1016/j.neuroimage.2021.118251_bib0056
  article-title: The power of listening: auditory-motor interactions in musical training
  publication-title: Ann. N. Y. Acad. Sci.
  doi: 10.1196/annals.1360.042
– volume: 6
  start-page: 877
  year: 2005
  ident: 10.1016/j.neuroimage.2021.118251_bib0041
  article-title: Critical period plasticity in local cortical circuits
  publication-title: Nat. Rev. Neurosci.
  doi: 10.1038/nrn1787
– volume: 16
  start-page: 566
  year: 2010
  ident: 10.1016/j.neuroimage.2021.118251_bib0100
  article-title: Music making as a tool for promoting brain plasticity across the life span
  publication-title: Neuroscientist
  doi: 10.1177/1073858410377805
– volume: 30
  start-page: 917
  year: 2006
  ident: 10.1016/j.neuroimage.2021.118251_bib0009
  article-title: Shared networks for auditory and motor processing in professional pianists: evidence from fMRI conjunction
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2005.10.044
– volume: 76
  start-page: 486
  year: 2012
  ident: 10.1016/j.neuroimage.2021.118251_bib0042
  article-title: Musical training as a framework for brain plasticity: behavior, function, and structure
  publication-title: Neuron
  doi: 10.1016/j.neuron.2012.10.011
– volume: 69
  start-page: 232
  year: 2015
  ident: 10.1016/j.neuroimage.2021.118251_bib0069
  article-title: Representation of visual symbols in the visual word processing network
  publication-title: Neuropsychologia
  doi: 10.1016/j.neuropsychologia.2015.01.045
– volume: 49
  start-page: 2163
  year: 2010
  ident: 10.1016/j.neuroimage.2021.118251_bib0108
  article-title: Reliable intrinsic connectivity networks: test–retest evaluation using ICA and dual regression approach
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2009.10.080
– volume: 8
  year: 2014
  ident: 10.1016/j.neuroimage.2021.118251_bib0078
  article-title: Time for new thinking about sensitive periods
  publication-title: Front. Syst. Neurosci.
  doi: 10.3389/fnsys.2014.00055
– volume: 30
  start-page: 1883
  year: 2018
  ident: 10.1016/j.neuroimage.2021.118251_bib0014
  article-title: Error-related persistence of motor activity in resting-state networks
  publication-title: J. Cogn. Neurosci.
  doi: 10.1162/jocn_a_01323
– volume: 36
  start-page: 13
  year: 2020
  ident: 10.1016/j.neuroimage.2021.118251_bib0079
  article-title: A gene-maturation-environment model for understanding sensitive period effects in musical training
  publication-title: Curr. Opin. Behav. Neurosci.
– volume: 9
  start-page: 3853
  year: 1998
  ident: 10.1016/j.neuroimage.2021.118251_bib0071
  article-title: ‘Musical brain’ revealed by high-field (3 Tesla) functional MRI
  publication-title: Neuroreport
  doi: 10.1097/00001756-199812010-00016
– volume: 5
  start-page: 261
  year: 1976
  ident: 10.1016/j.neuroimage.2021.118251_bib0073
  article-title: A sensitive period for the acquisition of a nonnative phonological system
  publication-title: J. Psycholinguist. Res.
  doi: 10.1007/BF01067377
– start-page: 1
  year: 2003
  ident: 10.1016/j.neuroimage.2021.118251_bib0030
  article-title: Brain structures differ between musicians and non-musicians
  publication-title: J. Neurosci.
– volume: 27
  start-page: 521
  issue: 5
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0049
  article-title: The plastic human brain
  publication-title: Restor. Neurol. Neurosci.
– volume: 29
  start-page: 2225
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0094
  article-title: A specific role for posterior dorsolateral striatum in human habit learning
  publication-title: Eur. J. Neurosci.
  doi: 10.1111/j.1460-9568.2009.06796.x
– volume: 18
  start-page: 2735
  year: 2008
  ident: 10.1016/j.neuroimage.2021.118251_bib0023
  article-title: Functional connectivity of human striatum: a resting state FMRI study
  publication-title: Cereb. Cortex
  doi: 10.1093/cercor/bhn041
– volume: 109
  start-page: 130
  year: 2015
  ident: 10.1016/j.neuroimage.2021.118251_bib0004
  article-title: Regional cerebellar volumes are related to early musical training and finger tapping performance
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2014.12.076
– volume: 27
  start-page: 1748
  year: 2017
  ident: 10.1016/j.neuroimage.2021.118251_bib0022
  article-title: Functional evidence for memory stabilization in sensorimotor adaptation: a 24-h resting-state fMRI study
  publication-title: Cereb. Cortex
– volume: 90
  start-page: 179
  year: 2014
  ident: 10.1016/j.neuroimage.2021.118251_bib0028
  article-title: Morphological brain plasticity induced by musical expertise is accompanied by modulation of functional connectivity at rest
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2013.12.065
– volume: 34
  start-page: 755
  year: 2011
  ident: 10.1016/j.neuroimage.2021.118251_bib0067
  article-title: Long-term exposure to music enhances the sensitivity of the auditory system in children
  publication-title: Eur. J. Neurosci.
  doi: 10.1111/j.1460-9568.2011.07795.x
– volume: 29
  start-page: 162
  year: 1996
  ident: 10.1016/j.neuroimage.2021.118251_bib0018
  article-title: AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
  publication-title: Comput. Biomed. Res.
  doi: 10.1006/cbmr.1996.0014
– volume: 121
  start-page: 65
  year: 2012
  ident: 10.1016/j.neuroimage.2021.118251_bib0072
  article-title: Stimulus expectancy modulates inferior frontal gyrus and premotor cortex activity in auditory perception
  publication-title: Brain Lang.
  doi: 10.1016/j.bandl.2012.02.002
– volume: 328
  start-page: 89
  year: 2002
  ident: 10.1016/j.neuroimage.2021.118251_bib0084
  article-title: Repetitive transcranial magnetic stimulation of the supplementary motor area (SMA) degrades bimanual movement control in humans
  publication-title: Neurosci. Lett.
  doi: 10.1016/S0304-3940(02)00499-8
– volume: 2015
  year: 2015
  ident: 10.1016/j.neuroimage.2021.118251_bib0081
  article-title: A voxel-based morphometry study of the brain of university students majoring in music and nonmusic disciplines
  publication-title: Behav. Neurol.
  doi: 10.1155/2015/274919
– volume: 29
  start-page: 7540
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0034
  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
– volume: 106
  start-page: 17558
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0060
  article-title: Learning sculpts the spontaneous activity of the resting human brain
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.0902455106
– volume: 121
  start-page: 1013
  year: 1998
  ident: 10.1016/j.neuroimage.2021.118251_bib0066
  article-title: From sensation to cognition
  publication-title: Brain
  doi: 10.1093/brain/121.6.1013
– volume: 26
  start-page: 1003
  year: 1963
  ident: 10.1016/j.neuroimage.2021.118251_bib0103
  article-title: Single-cell responses in striate cortex of kittens deprived of vision in one eye
  publication-title: J. Neurophysiol.
  doi: 10.1152/jn.1963.26.6.1003
– volume: 19
  start-page: 2746
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0039
  article-title: Engagement of fusiform cortex and disengagement of lateral occipital cortex in the acquisition of radiological expertise
  publication-title: Cereb. Cortex
  doi: 10.1093/cercor/bhp051
– volume: 160
  start-page: 106
  year: 1962
  ident: 10.1016/j.neuroimage.2021.118251_bib0044
  article-title: Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
  publication-title: J. Physiol.
  doi: 10.1113/jphysiol.1962.sp006837
– volume: 30
  start-page: 449
  year: 1980
  ident: 10.1016/j.neuroimage.2021.118251_bib0076
  article-title: The sensitive period for the acquisition of syntax in a second language 1
  publication-title: Lang. Learn.
  doi: 10.1111/j.1467-1770.1980.tb00328.x
– volume: 232
  start-page: 3555
  year: 2014
  ident: 10.1016/j.neuroimage.2021.118251_bib0097
  article-title: Playing beautifully when you have to be fast: spatial and temporal symmetries of movement patterns in skilled piano performance at different tempi
  publication-title: Exp. Brain Res.
  doi: 10.1007/s00221-014-4036-4
– volume: 31
  start-page: 1771
  year: 2006
  ident: 10.1016/j.neuroimage.2021.118251_bib0092
  article-title: Cognitive priming in sung and instrumental music: activation of inferior frontal cortex
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2006.02.028
– volume: 90
  start-page: 174
  year: 2014
  ident: 10.1016/j.neuroimage.2021.118251_bib0036
  article-title: The effects of musical practice on structural plasticity: the dynamics of grey matter changes
  publication-title: Brain Cogn.
  doi: 10.1016/j.bandc.2014.06.013
– volume: 8
  start-page: 1148
  year: 2005
  ident: 10.1016/j.neuroimage.2021.118251_bib0012
  article-title: Extensive piano practicing has regionally specific effects on white matter development
  publication-title: Nat. Neurosci.
  doi: 10.1038/nn1516
– volume: 120
  start-page: 141
  issue: Pt 1
  year: 1997
  ident: 10.1016/j.neuroimage.2021.118251_bib0106
  article-title: Localization of the motor hand area to a knob on the precentral gyrus. A new landmark
  publication-title: Brain: J. Neurol.
  doi: 10.1093/brain/120.1.141
– volume: 139
  start-page: 728
  year: 2010
  ident: 10.1016/j.neuroimage.2021.118251_bib0015
  article-title: Mechanisms and neural basis of object and pattern recognition: a study with chess experts
  publication-title: J. Exp. Psychol. Gen.
  doi: 10.1037/a0020756
– volume: 32
  start-page: 3
  issue: 1
  year: 2021
  ident: 10.1016/j.neuroimage.2021.118251_bib0102
  article-title: Why is an early start of training related to musical skills in adulthood? A genetically informative study
  publication-title: Psychol. Sci.
  doi: 10.1177/0956797620959014
– volume: 1
  start-page: 0146
  year: 2017
  ident: 10.1016/j.neuroimage.2021.118251_bib0063
  article-title: Functional corticostriatal connection topographies predict goal directed behaviour in humans
  publication-title: Nat. Hum. Behav.
  doi: 10.1038/s41562-017-0146
– volume: 34
  start-page: 424
  year: 1997
  ident: 10.1016/j.neuroimage.2021.118251_bib0048
  article-title: Hand skill asymmetry in professional musicians
  publication-title: Brain Cogn.
  doi: 10.1006/brcg.1997.0922
– volume: 18
  start-page: 461
  issue: 5
  year: 2007
  ident: 10.1016/j.neuroimage.2021.118251_bib0016
  article-title: Behavioral and neuronal aspects of developmental sensitive periods
  publication-title: Neuroreport
  doi: 10.1097/WNR.0b013e328014204e
– volume: 85
  start-page: 966
  issue: 11
  year: 2019
  ident: 10.1016/j.neuroimage.2021.118251_bib0010
  article-title: Age-normative pathways of striatal connectivity related to clinical symptoms in the general population
  publication-title: Biol. Psychiatry
  doi: 10.1016/j.biopsych.2019.01.024
– volume: 5
  start-page: 13
  year: 2011
  ident: 10.1016/j.neuroimage.2021.118251_bib0033
  article-title: Nipype: a flexible, lightweight and extensible neuroimaging data processing framework in python
  publication-title: Front. Neuroinform.
  doi: 10.3389/fninf.2011.00013
– volume: 7
  start-page: e36568
  year: 2012
  ident: 10.1016/j.neuroimage.2021.118251_bib0062
  article-title: Musical training induces functional plasticity in perceptual and motor networks: insights from resting-state fMRI
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0036568
– volume: 25
  start-page: 1062
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0083
  article-title: Corticostriatal contributions to musical expectancy perception
  publication-title: J. Cogn. Neurosci.
  doi: 10.1162/jocn_a_00371
– volume: 3
  start-page: 473
  year: 2002
  ident: 10.1016/j.neuroimage.2021.118251_bib0070
  article-title: The musician's brain as a model of neuroplasticity
  publication-title: Nat. Rev. Neurosci.
  doi: 10.1038/nrn843
– volume: 4
  start-page: 636
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0031
  article-title: Brain morphometry shows effects of long-term musical practice in middle-aged keyboard players
  publication-title: Front. Psychol.
  doi: 10.3389/fpsyg.2013.00636
– volume: 5
  start-page: 206
  year: 1997
  ident: 10.1016/j.neuroimage.2021.118251_bib0003
  article-title: Motor cortex and hand motor skills: structural compliance in the human brain
  publication-title: Hum. Brain Mapp.
  doi: 10.1002/(SICI)1097-0193(1997)5:3<206::AID-HBM5>3.0.CO;2-7
– volume: 112
  start-page: 8094
  year: 2015
  ident: 10.1016/j.neuroimage.2021.118251_bib0013
  article-title: Transcriptomics of critical period of visual cortical plasticity in mice
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.1509323112
– volume: 33
  start-page: 1047
  year: 1995
  ident: 10.1016/j.neuroimage.2021.118251_bib0082
  article-title: Increased corpus callosum size in musicians
  publication-title: Neuropsychologia
  doi: 10.1016/0028-3932(95)00045-5
– volume: 2
  issue: 12
  year: 2012
  ident: 10.1016/j.neuroimage.2021.118251_bib0058
  article-title: Functional neuroanatomy of the basal ganglia
  publication-title: Cold Spring Harb. Perspect. Med.
  doi: 10.1101/cshperspect.a009621
– volume: 4
  start-page: 622
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0085
  article-title: Musical training heightens auditory brainstem function during sensitive periods in development
  publication-title: Front. Psychol.
  doi: 10.3389/fpsyg.2013.00622
– volume: 4
  start-page: 134
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0096
  article-title: Individuality that is unheard of: systematic temporal deviations in scale playing leave an inaudible pianistic fingerprint
  publication-title: Front. Psychol.
  doi: 10.3389/fpsyg.2013.00134
– volume: 2
  start-page: 225
  year: 2012
  ident: 10.1016/j.neuroimage.2021.118251_bib0024
  article-title: Altered resting brain function and structure in professional badminton players
  publication-title: Brain Connect.
  doi: 10.1089/brain.2011.0050
– volume: 8
  start-page: 4
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0091
  article-title: Impact of meditation training on the default mode network during a restful state
  publication-title: Soc. Cogn. Affect. Neurosci.
  doi: 10.1093/scan/nsr087
– volume: 115
  start-page: E6056
  year: 2018
  ident: 10.1016/j.neuroimage.2021.118251_bib0105
  article-title: Neural network retuning and neural predictors of learning success associated with cello training
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.1721414115
– volume: 67
  start-page: 713
  year: 2010
  ident: 10.1016/j.neuroimage.2021.118251_bib0055
  article-title: Brain mechanisms in early language acquisition
  publication-title: Neuron
  doi: 10.1016/j.neuron.2010.08.038
– volume: 15
  start-page: 1117
  issue: 8
  year: 2012
  ident: 10.1016/j.neuroimage.2021.118251_bib0008
  article-title: Corticostriatal functional connectivity predicts transition to chronic back pain
  publication-title: Nat. Neurosci.
  doi: 10.1038/nn.3153
– volume: 18
  start-page: 101
  year: 2008
  ident: 10.1016/j.neuroimage.2021.118251_bib0068
  article-title: Critical period revisited: impact on vision
  publication-title: Curr. Opin. Neurobiol.
  doi: 10.1016/j.conb.2008.05.009
– volume: 31
  start-page: 175
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0017
  article-title: The evolving context of the fundamental difference hypothesis
  publication-title: Stud. Second Lang. Acquis.
  doi: 10.1017/S0272263109090275
– volume: 27
  start-page: 308
  year: 2007
  ident: 10.1016/j.neuroimage.2021.118251_bib0057
  article-title: Action representation of sound: audiomotor recognition network while listening to newly acquired actions
  publication-title: J. Neurosci.
  doi: 10.1523/JNEUROSCI.4822-06.2007
– volume: 22
  start-page: 499
  year: 2000
  ident: 10.1016/j.neuroimage.2021.118251_bib0021
  article-title: The robustness of critical period effects in second language acquisition
  publication-title: Stud. Second Lang. Acquis.
  doi: 10.1017/S0272263100004022
– volume: 6
  start-page: 37632
  year: 2016
  ident: 10.1016/j.neuroimage.2021.118251_bib0043
  article-title: Shared somatosensory and motor functions in musicians
  publication-title: Sci. Rep.
  doi: 10.1038/srep37632
– volume: 15
  start-page: 552
  year: 2005
  ident: 10.1016/j.neuroimage.2021.118251_bib0054
  article-title: Postnatal cortical development in congenital auditory deprivation
  publication-title: Cereb. Cortex
  doi: 10.1093/cercor/bhh156
– volume: 433
  start-page: 873
  year: 2005
  ident: 10.1016/j.neuroimage.2021.118251_bib0075
  article-title: Different time courses of learning-related activity in the prefrontal cortex and striatum
  publication-title: Nature
  doi: 10.1038/nature03287
– volume: 930
  start-page: bhw120
  year: 2016
  ident: 10.1016/j.neuroimage.2021.118251_bib0074
  article-title: Modulation of functional connectivity in auditory–motor networks in musicians compared with nonmusicians
  publication-title: Cereb. Cortex
  doi: 10.1093/cercor/bhw120
– volume: 47
  start-page: 1126
  year: 2011
  ident: 10.1016/j.neuroimage.2021.118251_bib0077
  article-title: Sensitive periods in human development: evidence from musical training
  publication-title: Cortex
  doi: 10.1016/j.cortex.2011.05.010
– volume: 35
  start-page: 346
  year: 1996
  ident: 10.1016/j.neuroimage.2021.118251_bib0029
  article-title: Movement-related effects in fMRI time-series
  publication-title: Magn. Reson. Med.
  doi: 10.1002/mrm.1910350312
– volume: 404
  start-page: 183
  year: 2000
  ident: 10.1016/j.neuroimage.2021.118251_bib0027
  article-title: Inhibitory threshold for critical-period activation in primary visual cortex
  publication-title: Nature
  doi: 10.1038/35004582
– volume: 102
  start-page: 12566
  year: 2005
  ident: 10.1016/j.neuroimage.2021.118251_bib0059
  article-title: Distinct basal ganglia territories are engaged in early and advanced motor sequence learning
– volume: 17
  start-page: 456
  issue: 4
  year: 2007
  ident: 10.1016/j.neuroimage.2021.118251_bib0019
  article-title: Learning to hear: plasticity of auditory cortical processing
  publication-title: Curr. Opin. Neurobiol.
  doi: 10.1016/j.conb.2007.07.004
– volume: 22
  start-page: 695
  year: 2010
  ident: 10.1016/j.neuroimage.2021.118251_bib0104
  article-title: A multimodal neural network recruited by expertise with musical notation
  publication-title: J. Cogn. Neurosci.
  doi: 10.1162/jocn.2009.21229
– volume: 270
  start-page: 305
  year: 1995
  ident: 10.1016/j.neuroimage.2021.118251_bib0025
  article-title: Increased cortical representation of the fingers of the left hand in string players
  publication-title: Science
  doi: 10.1126/science.270.5234.305
– volume: 3
  start-page: 191
  year: 2000
  ident: 10.1016/j.neuroimage.2021.118251_bib0032
  article-title: Expertise for cars and birds recruits brain areas involved in face recognition
  publication-title: Nat. Neurosci.
  doi: 10.1038/72140
– volume: 10
  year: 2016
  ident: 10.1016/j.neuroimage.2021.118251_bib0089
  article-title: Functional connectivity of the dorsal striatum in female musicians
  publication-title: Front. Hum. Neurosci.
  doi: 10.3389/fnhum.2016.00178
– volume: 16
  start-page: 1508
  issue: 10
  year: 2006
  ident: 10.1016/j.neuroimage.2021.118251_bib0080
  article-title: Basal ganglia functional connectivity based on a meta-analysis of 126 positron emission tomography and functional magnetic resonance imaging publications
  publication-title: Cereb. Cortex
  doi: 10.1093/cercor/bhj088
– volume: 76
  start-page: 478
  year: 2000
  ident: 10.1016/j.neuroimage.2021.118251_bib0046
  article-title: Second language acquisition and the critical period hypothesis
  publication-title: Language
  doi: 10.2307/417694
– volume: 82
  start-page: 1225
  year: 2011
  ident: 10.1016/j.neuroimage.2021.118251_bib0035
  article-title: Sensorimotor skills and focal dystonia are linked to putaminal grey-matter volume in pianists
  publication-title: J. Neurol. Neurosurg. Psychiatry
  doi: 10.1136/jnnp.2011.245811
– volume: 46
  start-page: 262
  year: 2005
  ident: 10.1016/j.neuroimage.2021.118251_bib0093
  article-title: Are there critical periods for musical development?
  publication-title: Dev. Psychobiol.
  doi: 10.1002/dev.20059
– volume: 33
  start-page: 1282
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0087
  article-title: Early musical training and white-matter plasticity in the corpus callosum: evidence for a sensitive period
  publication-title: J. Neurosci.
  doi: 10.1523/JNEUROSCI.3578-12.2013
– volume: 459
  start-page: 3
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0038
  article-title: Gray matter density and white matter integrity in pianists' brain: a combined structural and diffusion tensor MRI study
  publication-title: Neurosci. Lett.
  doi: 10.1016/j.neulet.2008.07.056
– volume: 4
  start-page: 606
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0065
  article-title: Moderating variables of music training-induced neuroplasticity: a review and discussion
  publication-title: Front. Psychol.
  doi: 10.3389/fpsyg.2013.00606
– volume: 37
  start-page: 536
  year: 2016
  ident: 10.1016/j.neuroimage.2021.118251_bib0051
  article-title: The “silent” imprint of musical training
  publication-title: Hum. Brain Mapp.
  doi: 10.1002/hbm.23045
– volume: 9
  start-page: 357
  year: 1986
  ident: 10.1016/j.neuroimage.2021.118251_bib0002
  article-title: Parallel organization of functionally segregated circuits linking basal ganglia and cortex
  publication-title: Annu. Rev. Neurosci.
  doi: 10.1146/annurev.ne.09.030186.002041
– volume: 17
  start-page: 627
  year: 2013
  ident: 10.1016/j.neuroimage.2021.118251_bib0064
  article-title: Developmental pathways to functional brain networks: emerging principles
  publication-title: Trends Cogn. Sci.
  doi: 10.1016/j.tics.2013.09.015
– volume: 26
  start-page: 317
  year: 2003
  ident: 10.1016/j.neuroimage.2021.118251_bib0037
  article-title: The primate basal ganglia: parallel and integrative networks
  publication-title: J. Chem. Neuroanat.
  doi: 10.1016/j.jchemneu.2003.10.003
– volume: 28
  start-page: 74
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0045
  article-title: The influence of practice on the development of motor skills in pianists: a longitudinal study in a selected motor task
  publication-title: Hum. Mov. Sci.
  doi: 10.1016/j.humov.2008.08.001
– volume: 124
  start-page: 1615
  issue: 6
  year: 2020
  ident: 10.1016/j.neuroimage.2021.118251_bib0098
  article-title: Early stages of sensorimotor map acquisition: neurochemical signature in primary motor cortex and its relation to functional connectivity
  publication-title: J. Neurophysiol.
  doi: 10.1152/jn.00285.2020
– volume: 31
  start-page: 16907
  year: 2011
  ident: 10.1016/j.neuroimage.2021.118251_bib0095
  article-title: Functionally specific changes in resting-state sensorimotor networks after motor learning
  publication-title: J. Neurosci.
  doi: 10.1523/JNEUROSCI.2737-11.2011
– volume: 17
  start-page: 4302
  year: 1997
  ident: 10.1016/j.neuroimage.2021.118251_bib0050
  article-title: The fusiform face area: a module in human extrastriate cor-tex specialized for face perception
  publication-title: J. Neurosci.
  doi: 10.1523/JNEUROSCI.17-11-04302.1997
– volume: 57
  start-page: 1492
  year: 2011
  ident: 10.1016/j.neuroimage.2021.118251_bib0090
  article-title: Long-term effects of motor training on resting-state networks and underlying brain structure
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2011.05.078
– volume: 7
  year: 2009
  ident: 10.1016/j.neuroimage.2021.118251_bib0088
  article-title: Development of large-scale functional brain networks in children
  publication-title: PLoS Biol.
  doi: 10.1371/journal.pbio.1000157
– volume: 118
  start-page: 422
  year: 2015
  ident: 10.1016/j.neuroimage.2021.118251_bib0026
  article-title: Normative development of ventral striatal resting state connectivity in humans
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2015.06.022
– volume: 16
  start-page: 1412
  year: 2004
  ident: 10.1016/j.neuroimage.2021.118251_bib0052
  article-title: Sensitive periods in the development of the brain and behavior
  publication-title: J. Cogn. Neurosci.
  doi: 10.1162/0898929042304796
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Snippet •Early childhood piano training has a long-term impact on functional connectivity between ventral striatal and sensorimotor cortical regions not observed for...
Evidence from language, visual and sensorimotor learning suggests that training early in life is more effective. The present work explores the hypothesis that...
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StartPage 118251
SubjectTerms Adult
Age
Age Factors
Brain Mapping
Cerebellum
Cognitive science
Corpus Striatum
Female
Functional connectivity
Functional magnetic resonance imaging
Humans
Learning
Magnetic Resonance Imaging
Male
Music
Musical instruments
Musical training
Neostriatum
Nerve Net
Neural networks
Neuronal Plasticity
Neuroplasticity
Neuroscience
Questionnaires
Seeds
Sensitive periods
Sensorimotor learning
Sensorimotor system
Visual discrimination learning
Young Adult
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Title The impact of early musical training on striatal functional connectivity
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