From storage to manipulation: How the neural correlates of verbal working memory reflect varying demands on inner speech
Open accessAbstract
The ability to store and manipulate online information may be enhanced by an inner speech mechanism that draws upon motor brain regions. Neural correlates of this mechanism were examined using event-related functional magnetic resonance imaging (fMRI). Sixteen participants completed two conditions of a verbal working memory task. In both conditions, participants viewed one or two target letters. In the "storage" condition, these targets were held in mind across a delay. Then a probe letter was presented, and participants indicated by button press whether the probe matched the targets. In the "manipulation" condition, participants identified new targets by thinking two alphabetical letters forward of each original target (e.g., f→h). Participants subsequently indicated whether the probe matched the newly derived targets. Brain activity during the storage and manipulation conditions was examined specifically during the delay phase in order to directly compare manipulation versus storage processes. Activations that were common to both conditions, yet disproportionately greater with manipulation, were observed in the left inferior frontal cortex, premotor cortex, and anterior insula, bilaterally in the parietal lobes and superior cerebellum, and in the right inferior cerebellum. This network shares substrates with overt speech and may represent an inner speech pathway that increases activity with greater working memory demands. Additionally, an inverse correlation was observed between manipulation-related brain activity (on correct trials) and test accuracy in the left premotor cortex, anterior insula, and bilateral superior cerebellum. This inverse relationship may represent intensification of inner speech as one struggles to maintain performance levels.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Most recent studies have implicated similar and overlapping networks for verbal working memory maintenance and overt speech in fronto-temporal regions, along with recruitment of the cerebellum and posterior temporoparietal structures such as the planum temporale and inferior parietal lobule.
“However, most recent studies have implicated similar and overlapping networks for verbal working memory maintenance and overt speech in fronto-temporal regions, along with recruitment of the cerebellum (Marvel & Desmond, 2012) and posterior temporoparietal structures such as the planum temporale and inferior parietal lobule (Andreatta, Stemple, Joshi, & Jiang, 2010).”
From Inner Speech: Development, Cognitive Functions, Phenomenology, and Neurobiology (2015) · cites this paper as Marvel & Desmond, 2012
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 51 · Cited by 130
Research works printed but not linked: 45
- Aboitiz F Garcia RR Bosman C Brunetti E 2006 Cortical memory mechanisms and language origins Brain Lang 98 1 40 56 16481035
- Ackermann H Mathiak K Ivry RB 2004 Temporal organization of “internal speech” as a basis for cerebellar modulation of cognitive functions Behav Cogn Neurosci Rev 3 1 14 22 15191639
- Ackermann H Mathiak K Riecker A 2007 The contribution of the cerebellum to speech production and speech perception: clinical and functional imaging data Cerebellum 6 3 202 213 17786816
- Baddeley A 1992 Working memory Science 255 5044 556 559 1736359
- Baddeley A Gathercole S Papagno C 1998 The phonological loop as a language learning device Psychological Review 105 1 158 173 9450375
- Becker JT MacAndrew DK Fiez JA 1999 A comment on the functional localization of the phonological storage subsystem of working memory Brain and Cognition 41 1 27 38 10536084
- Bohland JW Guenther FH 2006 An fMRI investigation of syllable sequence production Neuroimage 32 2 821 841 16730195
- Champod AS Petrides M 2010 Dissociation within the frontoparietal network in verbal working memory: a parametric functional magnetic resonance imaging study J Neurosci 30 10 3849 3856 20220020 PMC6632229
- Chang C Crottaz-Herbette S Menon V 2007 Temporal dynamics of basal ganglia response and connectivity during verbal working memory Neuroimage 34 3 1253 1269 17175179
- Chein JM Fiez JA 2001 Dissociation of verbal working memory system components using a delayed serial recall task Cereb Cortex 11 11 1003 1014 11590110
- Chen SH Desmond JE 2005a Cerebrocerebellar networks during articulatory rehearsal and verbal working memory tasks Neuroimage 24 2 332 338 15627576
- Chen SH Desmond JE 2005b Temporal dynamics of cerebro-cerebellar network recruitment during a cognitive task Neuropsychologia 43 9 1227 1237 15949507
- Desmond JE Chen SH DeRosa E Pryor MR Pfefferbaum A Sullivan EV 2003 Increased frontocerebellar activation in alcoholics during verbal working memory: an fMRI study Neuroimage 19 4 1510 1520 12948707
- Desmond JE Gabrieli JD Wagner AD Ginier BL Glover GH 1997 Lobular patterns of cerebellar activation in verbal working-memory and finger-tapping tasks as revealed by functional MRI J Neurosci 17 24 9675 9685 9391022 PMC6573411
- Dimitrova A Zeljko D Schwarze F Maschke M Gerwig M Frings M 2006 Probabilistic 3D MRI atlas of the human cerebellar dentate/interposed nuclei Neuroimage 30 1 12 25 16257240
- Dosenbach NU Visscher KM Palmer ED Miezin FM Wenger KK Kang HC 2006 A core system for the implementation of task sets Neuron 50 5 799 812 16731517 PMC3621133
- Friston KJ Holmes AP Price CJ Buchel C Worsley KJ 1999 Multisubject fMRI studies and conjunction analyses NeuroImage 10 4 385 396 10493897
- Gathercole S Baddeley A 1989 Evaluation of the Role of Phonological STM in the Development of Vocabulary in Children: A Longitudinal Study Journal of Memory and Language 28 200 213
- Gathercole S Baddeley A 1990 Phonological memory deficits in language disordered children: Is there a causal connection? Journal of Memory and Language 29 336 360
- Ghosh SS Tourville JA Guenther FH 2008 A neuroimaging study of premotor lateralization and cerebellar involvement in the production of phonemes and syllables J Speech Lang Hear Res 51 5 1183 1202 18664692 PMC2652040
- Hayter AL Langdon DW Ramnani N 2007 Cerebellar contributions to working memory Neuroimage 36 3 943 954 17468013
- Hulsmann E Erb M Grodd W 2003 From will to action: sequential cerebellar contributions to voluntary movement Neuroimage 20 3 1485 1492 14642461
- Koch K Wagner G Schachtzabel C Schultz C Sauer H Schlosser RG 2010 Association between learning capabilities and practice-related activation changes in schizophrenia Schizophr Bull 36 3 486 495 20368310 PMC2879680
- LaBar KS Gitelman DR Parrish TB Mesulam M 1999 Neuroanatomic overlap of working memory and spatial attention networks: a functional MRI comparison within subjects NeuroImage 10 6 695 704 10600415
- Lancaster JL Rainey LH Summerlin JL Freitas CS Fox PT Evans AC 1997 Automated Labeling of the Human Brain: A Preliminary Report on the Development and Evaluation of a Forward-Transform Method Human Brain Mapping 5 238 242 20408222 PMC2860189
- Leiner HC 2010 Solving the mystery of the human cerebellum Neuropsychol Rev 20 3 229 235 20809199
- Levy BA 1971 Role of Articulation in Auditory and Visual Short-Term Memory Journal of Verbal Learning and Verbal Behavior 10 123 132
- Marvel CL Desmond JE 2010a The contributions of cerebro-cerebellar circuitry to executive verbal working memory Cortex 46 7 880 895 19811779 PMC2872048
- Marvel CL Desmond JE 2010b Functional topography of the cerebellum in verbal working memory Neuropsychol Rev 20 3 271 279 20563894 PMC2945881
- Marvel CL Turner BM O’Leary DS Johnson HJ Pierson RK Ponto LL 2007 The neural correlates of implicit sequence learning in schizophrenia Neuropsychology 21 6 761 777 17983290 PMC2799042
- Murray DJ 1965 The effect of white noise upon the recall of vocalized lists Can J Psychol 19 4 333 345 5847751
- Murray DJ 1967 The role of speech responses in short-term memory Can J Psychol 21 3 263 276 6045500
- Rauschecker AM Pringle A Watkins KE 2008 Changes in neural activity associated with learning to articulate novel auditory pseudowords by covert repetition Hum Brain Mapp 29 11 1231 1242 17948887 PMC6870739
- Ravizza SM Delgado MR Chein JM Becker JT Fiez JA 2004 Functional dissociations within the inferior parietal cortex in verbal working memory Neuroimage 22 2 562 573 15193584
- Roelofs A Ozdemir R Levelt WJ 2007 Influences of spoken word planning on speech recognition J Exp Psychol Learn Mem Cogn 33 5 900 913 17723068
- Schmahmann JD Doyon J Petrides M Evans AC Toga AW 2000 MRI Atlas of the Human Cerebellum San Diego Academic Press 10458940
- Silverman DHS Dy CJ Castellon SA Lai J Pio BS Abraham L 2007 Altered frontocortical, cerebellar, and basal ganglia activity in adjuvant-treated breast cancer survivors 5-1- years after chemotherapy Breast Cancer Research and Treatment 103 303 311 17009108
- Sternberg S 1966 High-speed scanning in human memory Science 153 736 652 654 5939936
- Strick PL Dum RP Fiez JA 2009 Cerebellum and nonmotor function Annu Rev Neurosci 32 413 434 19555291
- Talairach J Tournoux P Rayport M 1988 Co-planar Stereotaxic Atlas of the Human Brain 3-D Proportional System, An Approach to Cerebral Imaging New York Thieme Medical Publishers, Inc
- Turkeltaub PE Eden GF Jones KM Zeffiro TA 2002 Meta-analysis of the functional neuroanatomy of single-word reading: method and validation Neuroimage 16 3 Pt 1 765 780 12169260
- Vygotsky L 1986 Thought and Language--Revised Edition Cambridge, MA The MIT Press
- Wager TD Smith EE 2003 Neuroimaging studies of working memory: a meta-analysis Cognitive, affective & behavioral neuroscience 3 4 255 274 15040547
- Zago L Pesenti M Mellet E Crivello F Mazoyer B Tzourio-Mazoyer N 2001 Neural correlates of simple and complex mental calculation Neuroimage 13 2 314 327 11162272
- Zago L Petit L Turbelin MR Andersson F Vigneau M Tzourio-Mazoyer N 2008 How verbal and spatial manipulation networks contribute to calculation: an fMRI study Neuropsychologia 46 9 2403 2414 18406434
- Authors
- Marvel, C. L., & Desmond, J. E.
- Affiliations
- Johns Hopkins University (US)
- Corresponding author
- Marvel, Cherie L.
- Venue
- Brain and Language
- Publisher
- Elsevier BV
- Published
- 2012-01
- Volume
- 120
- Issue
- 1
- Pages
- 42-51
- ISSN
- 0093-934X (ISSN-L)
- PMC
- PMC3242899
- OpenAlex
- W2069681089
- Cited by
- 130
- References
- 51
- Citations by year
- 2026: 4 · 2025: 9 · 2024: 10 · 2023: 4 · 2022: 14 · 2021: 6 · 2020: 15 · 2019: 7 · 2018: 9 · 2017: 9 · 2016: 4 · 2015: 17 · 2014: 10 · 2013: 7 · 2012: 2
- FWCI
- 3.21
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Brain and Language (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (R01MH060234)
- National Institute on Drug Abuse (K01DA030442)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Keywords
- verbal working memory, inner speech, neural correlates, premotor cortex, anterior insula, inferior frontal cortex, parietal cortex, overt speech, delay period, performance accuracy
- MeSH terms
- Adult, Brain, Brain Mapping, Female, Humans, Magnetic Resonance Imaging, Male, Memory, Short-Term, Reaction Time, Speech, 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