Neuroarchitecture of verbal and tonal working memory in nonmusicians and musicians
Open accessAbstract
Working memory (WM) for auditory information has been thought of as a unitary system, but whether WM for verbal and tonal information relies on the same or different functional neuroarchitectures has remained unknown. This fMRI study examines verbal and tonal WM in both nonmusicians (who are trained in speech, but not in music) and highly trained musicians (who are trained in both domains). The data show that core structures of WM are involved in both tonal and verbal WM (Broca's area, premotor cortex, pre-SMA/SMA, left insular cortex, inferior parietal lobe), although with significantly different structural weightings, in both nonmusicians and musicians. Additionally, musicians activated specific subcomponents only during verbal (right insular cortex) or only during tonal WM (right globus pallidus, right caudate nucleus, and left cerebellum). These results reveal the existence of two WM systems in musicians: A phonological loop supporting rehearsal of phonological information, and a tonal loop supporting rehearsal of tonal information. Differences between groups for tonal WM, and between verbal and tonal WM within musicians, were mainly related to structures involved in controlling, programming and planning of actions, thus presumably reflecting differences in action-related sensorimotor coding of verbal and tonal information.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In anterior cingulate, the most posterior zone is associated with motor execution rather than conflict monitoring or response selection, while the anterior zone associated with conflict monitoring is more activated by speech than nonspeech.
“In the anterior cingulate, the most posterior zone was associated with motor execution, rather than conflict monitoring or response selection (Schulze et al., 2011) but the anterior zone associated with conflict monitoring (Schulze et al., 2011) was found to be more activated by speech than nonspeech (Chang et al., 2009).”
From A review and synthesis of the first 20years of PET and fMRI studies of heard speech, spoken language and reading (2012) · cites this paper as Schulze et al., 2011
Cites
The assessment and analysis of handedness: The Edinburgh inventory
Oldfield, R. C. (1971) · Neuropsychologia · doi:10.1016/0028-3932(71)90067-4 · Cited by 35,900 · see citing works
Baddeley, A. D., & Hitch, G. (1974) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(08)60452-1 · Cited by 9,860 · see citing works
The cortical organization of speech processing
Hickok, G., & Poeppel, D. (2007) · Nature Reviews Neuroscience · doi:10.1038/nrn2113 · Cited by 5,495 · see citing works
Working memory: Looking back and looking forward
Baddeley, A. (2003) · Nature Reviews Neuroscience · doi:10.1038/nrn1201 · Cited by 5,200 · see citing works
Imaging Cognition II: An Empirical Review of 275 PET and fMRI Studies
Cabeza, R., & Nyberg, L. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/08989290051137585 · Cited by 3,598 · see citing works
Forman, S. D., Cohen, J. D., Fitzgerald, M., Eddy, W. F., Mintun, M. A., & Noll, D. C. (1995) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910330508 · Cited by 3,202 · see citing works
The neural correlates of the verbal component of working memory
Paulesu, E., Frith, C. D., & Frackowiak, R. S. J. (1993) · Nature · doi:10.1038/362342a0 · Cited by 2,230 · cited 23× · see citing works
“, 2004], as well as the insular cortex [Bamiou et al., 2003; Paulesu et al., 1993].”
InfluentialFunctional anatomy of the basal ganglia. I. The cortico-basal ganglia-thalamo-cortical loop
Parent, A., & Hazrati, L.-N. (1995) · Brain Research Reviews · doi:10.1016/0165-0173(94)00007-c · Cited by 2,161 · see citing works
The spatial and temporal signatures of word production components
Indefrey, P., & Levelt, W. J. M. (2004) · Cognition · doi:10.1016/j.cognition.2002.06.001 · Cited by 2,144 · see citing works
Event-Related fMRI: Characterizing Differential Responses
Friston, K. J., Fletcher, P. C., Josephs, O., Holmes, A., Rugg, M. D., & Turner, R. (1998) · NeuroImage · doi:10.1006/nimg.1997.0306 · Cited by 2,017 · see citing works
Neuroimaging studies of working memory:
Wager, T. D., & Smith, E. E. (2003) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.3.4.255 · Cited by 1,889 · see citing works
When the brain plays music: auditory–motor interactions in music perception and production
Zatorre, R. J., Chen, J. L., & Penhune, V. B. (2007) · Nature reviews. Neuroscience · doi:10.1038/nrn2152 · Cited by 1,772 · see citing works
Functional anatomy of the basal ganglia
Yelnik, J. (2002) · Movement Disorders · doi:10.1002/mds.10138 · Cited by 957 · see citing works
The musician's brain as a model of neuroplasticity
Münte, T. F., ALTENMÜLLER, E. O., & Jäncke, L. (2002) · Nature reviews. Neuroscience · doi:10.1038/nrn843 · Cited by 950 · see citing works
Petrides, M., Alivisatos, B., Meyer, E., & Evans, A. C. (1993) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.90.3.878 · Cited by 897 · see citing works
Neural mechanisms underlying melodic perception and memory for pitch
Zatorre, R. J., Evans, A. C., & Meyer, E. (1994) · Journal of Neuroscience · doi:10.1523/jneurosci.14-04-01908.1994 · Cited by 875 · see citing works
INFORMATION, ACOUSTIC CONFUSION AND MEMORY SPAN
CONRAD, R., & HULL, A. J. (1964) · British Journal of Psychology · doi:10.1111/j.2044-8295.1964.tb00928.x · Cited by 713 · see citing works
Wallin, N. L., Merker, B., & Brown, S. (1999) · The MIT Press eBooks · doi:10.7551/mitpress/5190.001.0001 · Cited by 708 · see citing works
Awh, E., Jonides, J., Smith, E. E., Schumacher, E. H., Koeppe, R. A., & Katz, S. (1996) · Psychological Science · doi:10.1111/j.1467-9280.1996.tb00662.x · Cited by 705 · see citing works
Auditory-motor interaction revealed by fMRI: speech, music, and working memory in area Spt
Hickok, G., Buchsbaum, B., Humphries, C., & Muftuler, T. (2003) · Journal of Cognitive Neuroscience · doi:10.1162/089892903322307393 · Cited by 700 · see citing works
Basal Ganglia Output and Cognition: Evidence from Anatomical, Behavioral, and Clinical Studies
Middleton, F. A., & Strick, P. L. (2000) · Brain and Cognition · doi:10.1006/brcg.1999.1099 · Cited by 657 · see citing works
Bangert, M., Peschel, T., Gottfried Schlaug, A., Rotte, M., Drescher, D., Hinrichs, H., Heinze, H., & ALTENMÜLLER, E. O. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.10.044 · Cited by 653 · see citing works
Lahav, A., Saltzman, E. L., & Schlaug, G. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.4822-06.2007 · Cited by 649 · see citing works
Wallin, N. L., Merker, B., & Brown, S. C. (2000) · Medical Entomology and Zoology · Cited by 623 · see citing works
The biology and evolution of music: A comparative perspective
Fitch, W. T. (2006) · Cognition · doi:10.1016/j.cognition.2005.11.009 · Cited by 617 · see citing works
Music training improves verbal memory
Chan, A. S.-Y., Ho, Y.-C., & Cheung, M. (1998) · Nature · doi:10.1038/24075 · Cited by 557 · see citing works
Motor functions of the parietal lobe
Fogassi, L., & Luppino, G. (2005) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2005.10.015 · Cited by 488 · see citing works
Effects of Background Music on Phonological Short-Term Memory
Salamé, P., & Baddeley, A. (1989) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/14640748908402355 · Cited by 473 · see citing works
Hoover, J. E., & Strick, P. L. (1999) · Journal of Neuroscience · doi:10.1523/jneurosci.19-04-01446.1999 · Cited by 469 · see citing works
Magne, C., Schön, D., & Besson, M. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.2.199 · Cited by 407 · see citing works
The insula (Island of Reil) and its role in auditory processing
Bamiou, D., Musiek, F. E., & LUXON, L. M. (2003) · Brain Research Reviews · doi:10.1016/s0165-0173(03)00172-3 · Cited by 397 · see citing works
Transmodal Sensorimotor Networks during Action Observation in Professional Pianists
Haslinger, B. A., Erhard, P., ALTENMÜLLER, E. O., Schröeder, U., Boecker, H., & Ceballos-Baumann, A. (2005) · Journal of Cognitive Neuroscience · doi:10.1162/0898929053124893 · Cited by 377 · see citing works
Cerebrocerebellar networks during articulatory rehearsal and verbal working memory tasks
Chen, S. A., & Desmond, J. E. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.08.032 · Cited by 363 · see citing works
Lohmann, G., Müller, K., Bosch, V., Mentzel, H., Hessler, S., Chen, L., Zysset, S., & von Cramon, D. Y. (2001) · Computerized Medical Imaging and Graphics · doi:10.1016/s0895-6111(01)00008-8 · Cited by 363 · see citing works
Self-citationCompetition between Feedback Loops Underlies Normal and Pathological Dynamics in the Basal Ganglia
Leblois, A., Boraud, T., Meissner, W. G., Bergman, H., & Hansel, D. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.5050-05.2006 · Cited by 347 · see citing works
Orofacial somatomotor responses in the macaque monkey homologue of Broca's area
Petrides, M., Cadoret, G., & Mackey, S. (2005) · Nature · doi:10.1038/nature03628 · Cited by 337 · see citing works
Functional anatomy of pitch memory—an fMRI study with sparse temporal sampling
Gaab, N., Christian Gaser, B., Zaehle, T., Jäncke, L., & Gottfried Schlaug, A. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00224-6 · Cited by 335 · see citing works
The Search for the Phonological Store: From Loop to Convolution
Buchsbaum, B. R., & D’Esposito, M. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.20501 · Cited by 331 · see citing works
Functional dissociations within the inferior parietal cortex in verbal working memory
Ravizza, S. M., Delgado, M. R., Chein, J. M., Becker, J. T., & Fiez, J. A. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.01.039 · Cited by 320 · see citing works
Functional architecture of verbal and tonal working memory: an FMRI study
Koelsch, S., Schulze, K., Sammler, D., Fritz, T., Müller, K., & Gruber, O. (2009) · Human Brain Mapping · doi:10.1002/hbm.20550 · Cited by 320 · see citing works
Absolute Pitch and Planum Temporale
Keenan, J. P., Thangaraj, V., Halpern, A. R., & Gottfried Schlaug, A. (2001) · NeuroImage · doi:10.1006/nimg.2001.0925 · Cited by 298 · see citing works
Sounds do-able: auditory–motor transformations and the posterior temporal plane
Warren, J. E., Wise, R. J. S., & Warren, J. D. (2005) · Trends in Neurosciences · doi:10.1016/j.tins.2005.09.010 · Cited by 280 · see citing works
Sensory and cognitive functions of the basal ganglia
Brown, L. L., Schneider, J. S., & Lidsky, T. I. (1997) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(97)80003-7 · Cited by 279 · see citing works
Modulation of Motor Excitability during Speech Perception: The Role of Broca's Area
Watkins, K. E., & Paus, T. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/0898929041502616 · Cited by 263 · see citing works
What is the relationship between phonological short-term memory and speech processing?
Jacquemot, C., & Scott, S. K. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.09.002 · Cited by 246 · see citing works
The case for sensorimotor coding in working memory
Wilson, M. (2001) · Psychonomic Bulletin & Review · doi:10.3758/bf03196138 · Cited by 232 · see citing works
Musical training modulates the development of syntax processing in children
Jentschke, S., & Koelsch, S. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.04.090 · Cited by 222 · see citing works
Self-citationCross‐modal plasticity of the motor cortex while listening to a rehearsed musical piece
D’Ausilio, A., ALTENMÜLLER, E. O., Belardinelli, M. O., & Lotze, M. (2006) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2006.04960.x · Cited by 209 · see citing works
Dopamine modulation in the basal ganglia locks the gate to working memory
Gruber, A. J., Dayan, P., Gutkin, B. S., & Solla, S. A. (2006) · Journal of Computational Neuroscience · doi:10.1007/s10827-005-5705-x · Cited by 189 · see citing works
The functional neuroanatomy of human working memory revisited
Gruber, O., & von Cramon, D. Y. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00089-2 · Cited by 182 · see citing works
Williamson, V. J., Baddeley, A., & Hitch, G. J. (2010) · Memory & Cognition · doi:10.3758/mc.38.2.163 · Cited by 173 · see citing works
Bayesian inference applied to the electromagnetic inverse problem
Schmidt, D. M., George, J. S., & Wood, C. C. (1999) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(1999)7:3 · Cited by 159 · see citing works
Interference in memory for tonal pitch: Implications for a working-memory model
Pechmann, T., & Mohr, G. (1992) · Memory & Cognition · doi:10.3758/bf03199668 · Cited by 130 · see citing works
Absolute Pitch--Functional Evidence of Speech-Relevant Auditory Acuity
Oechslin, M. S., Meyer, M. E., & Jäncke, L. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp113 · Cited by 110 · see citing works
A Rapid Sound-Action Association Effect in Human Insular Cortex
Mutschler, I., Schulze‐Bonhage, A., Glauche, V., Demandt, É., Speck, O., & Tonio Ball, A. (2007) · PLoS ONE · doi:10.1371/journal.pone.0000259 · Cited by 100 · see citing works
Action-effect coupling in pianists
Drost, U. C., Rieger, M., Braß, M., Gunter, T. C., & Prinz, W. (2004) · Psychological Research · doi:10.1007/s00426-004-0175-8 · Cited by 86 · see citing works
Speech versus nonspeech in pitch memory
Semal, C., Demany, L., Ueda, K., & Hallé, P.-A. (1996) · The Journal of the Acoustical Society of America · doi:10.1121/1.416298 · Cited by 73 · see citing works
Generality of Interference by Tonal Stimuli in Recognition Memory for Pitch
Deutsch, D. (1974) · Quarterly Journal of Experimental Psychology · doi:10.1080/14640747408400408 · Cited by 37 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Price, C. J. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.04.062 · Cited by 2,159 · see citing works
A meta-analysis of cerebellar contributions to higher cognition from PET and fMRI studies
E, K., Chen, S. A., Ho, M. R., & Desmond, J. E. (2014) · Human Brain Mapping · doi:10.1002/hbm.22194 · Cited by 516 · see citing works
James, C. E., Oechslin, M. S., Van De Ville, D., Hauert, C.-A., Descloux, C., & Lazeyras, F. (2014) · Brain Structure and Function · doi:10.1007/s00429-013-0504-z · Cited by 180 · see citing works
Cerebellar contributions to visuomotor adaptation and motor sequence learning: an ALE meta-analysis
Bernard, J. A., & Seidler, R. D. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00027 · Cited by 122 · see citing works
Developmental Aspects of Working and Associative Memory
Thaler, N. S., Goldstein, G., Pettegrew, J. W., Luther, J. F., Reynolds, C. R., & Allen, D. N. (2013) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acs114 · Cited by 29 · see citing works
Musical and verbal short-term memory: insights from neurodevelopmental and neurological disorders
Caclin, A., & Tillmann, B. (2018) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13733 · Cited by 20 · see citing works
- Authors
- Schulze, K., Zysset, S., Mueller, K., Friederici, A. D., & Koelsch, S.
- Affiliations
- Max Planck Institute for Human Cognitive and Brain Sciences (DE)
- Venue
- Human Brain Mapping
- Publisher
- Wiley
- Published
- 2011-04-11
- Volume
- 32
- Issue
- 5
- Pages
- 771-783
- ISSN
- 1065-9471 (ISSN-L)
- 1097-0193
- PMC
- PMC6870416
- OpenAlex
- W2109118393
- Cited by
- 261
- References
- 58
- Citations by year
- 2026: 9 · 2025: 6 · 2024: 7 · 2023: 30 · 2022: 30 · 2021: 7 · 2020: 15 · 2019: 11 · 2018: 21 · 2017: 14 · 2016: 15 · 2015: 20 · 2014: 19 · 2013: 27 · 2012: 19
- FWCI
- 11.44
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Human Brain Mapping (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Max Planck Digital Library (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- Funders
- Deutsche Forschungsgemeinschaft
- Max-Planck-Gesellschaft
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neuroscience and Music Perception
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Keywords
- verbal working memory, auditory working memory, musicians, non-musicians, phonological loop, Broca's area, pre-supplementary motor area, insula, globus pallidus, caudate nucleus, cerebellum, action planning, musical training
- MeSH terms
- Acoustic Stimulation, Adult, Auditory Perception, Brain, Brain Mapping, Female, Humans, Image Interpretation, Computer-Assisted, Magnetic Resonance Imaging, Male, Memory, Short-Term, Music, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review